西安交通大学电子与信息工程学院导师教师师资介绍简介-孙宏滨

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Introduction - 孙宏滨Introduction
Hongbin Sun, Professor
School of Electrical and Information Engineering
Xi'an Jiaotong University, Xi'an, Shaanxi, China
Office: Room 307, West 4 Build, Qujiang Campus
Email:hsun@mail.xjtu.edu.cn

Hongbin Sun is currently a Professor in the School of Electrical and Information Egnieering at Xi'an Jiaotong University.He received the B.S. and Ph.D degrees in electrical engineering from the Xi'an Jiaotong University, China in 2003 and 2009, respectively. He worked as a Visiting Scholar at Rensselaer Polytechnic Institute during 2007-2008. He worked as a Post-doc at Xi'an Jiaotong University during 2009-2011. He joined the faculty of Xi'an Jiaotong University as an associate professor in 2011, and became a full professor in 2017.
He is a senior member ofIEEE (elevated in 2019). His current research interests are integrated circuit and system for computing, memory and video signal processing.

Publications
Journal Papers:Xuchong Zhang, He Dai, Hongbin Sun* and Nanning Zheng. "Algorithm and VLSI architecture co-design on efficient semi-global stereo matching," IEEE Transactions on Circuits and Systems on Video Technology, accepted.
Hang Wang, Xuchong Zhang, Tiancheng Wang, Wenchang Li, Qiubo Chen, Pengju Ren, Xiaogang Wu, Hongbin Sun*, et al. "A 4Kx2K@60fps multifunctional video display processor for high perceptual image quality," IEEE Transactions on Circuits and Systems - I Regular Papers, accepted.
Hang Wang, Tiancheng Wang, Longjun Liu, Hongbin Sun* and Nanning Zheng. "Efficient compression-based line buffer design for image/video processing circuits," IEEE Transctions on Very Large Scale Integration Systems, accepted.
Ping Wei, Hongbin Sun*, Nanning Zheng. "Learning composite latent structures for 3D human action representation and recognition," IEEE Transactions on Multimedia, accepted.

Longjun Liu, Hongbin Sun*, Chao Li, Tao Li, Jingmin Xin, and Nanning Zheng. "Exploring highly dependable and ef?cient datacenter power system using hybrid and hierarchical energy buffers," IEEE Transactions on Sustainable Computing, accepted.
Xiaoqing Zhao, Hongbin Sun*, Longjun Liu, Yang Yang, Liangliang Dai, Xiulong Wu, Ruizhi Zhang, Jianxiao Wang and Nanning Zheng. "Architectural exploration to address the reliability challenges for ReRAM-based buffer in SSD," IEEE Transactions on Circuits and Systems - I Regular Papers, accepted.
Longjun Liu, Hongbin Sun, Chao Li, Yang Hu, Tao Li and Nanning Zheng. "Exploring customizable heterogeneous power distribution and management for datacenter," IEEE Transactions on Parallel and Distributed Systems, accepted.
Xuchong Zhang, Hongbin Sun*, Shiqiang Chen, Lin Song and Nanning Zheng. "NIPM-sWMF: Towards efficient FPGA design for high-definition large-disparity stereo matching," IEEE Transactions on Circuits and Systems for Video Technology, accepted.
Qiubo Chen, Hongbin Sun* and Nanning Zheng. "Worst-case driven display frame compression for energy-efficient ultra-HD display processing," IEEE Transactions on Multimedia, vol. 20, no. 5, May 2018.
Xuchong Zhang, Hongbin Sun*, Shiqiang Chen and Nanning Zheng. "VLSI architecture exploration of guided image filtering for 1080P@60Hz video processing," IEEE Transactions on Circuits and Systems for Video Technology, vol. 28, no. 1, Jan. 2018.
Longjun Liu, Hongbin Sun*, Chao Li, Tao Li, Jingmin Xin and Nanning Zheng. "Managing battery aging for high energy availability in green datacenters," IEEE Transactions on Parallel and Distributed Systems, vol. 28, no. 12, Dec. 2017.
Hao Wang, Kai Zhao, Minjie Lv, Xuebin Zhang, Hongbin Sun and Tong Zhang. "Improving 3D DRAM fault tolerance through weak cell aware error correction," IEEE Transactions on Computers, vol. 66, no. 5, May 2017.
Pengju Ren, Xin Zhang, Hongwei Bi, Longjun Liu, Hongbin Sun and Nanning Zheng “Towards an efficient multiview display processing architecture for 3DTV” IEEE Transactions on Circuit and Systems - II, vol. 64, no. 6, Jun. 2017.

Qiubo Chen, Hongbin Sun*, Xuchong Zhang, Huibin Tao, Jie Yang, Jizhong Zhao and Nanning Zheng. "Algorithm and VLSI architecture of edge-directed image upscaling for 4K display system," IEEE Transactions on Circuits and Systems for Video Technology, vol. 26, no. 9, pp. 1758-1771, Sep. 2016.
Hongbin Sun, Wenzhe Zhao, Minjie Lv, Guiqiang Dong, Nanning Zheng and Tong Zhang. "Exploiting intracell bit error characteristics to improve min-sum LDPC decoding for MLC NAND Flash based storage in mobile device," IEEE Transaction on Very Large Scale Integration Systems (TVLSI), vol. 24, no. 8, pp. 2654-2664, Aug. 2016.
Xiao Wang, Linhai Xu, Hongbin Sun*, Jingmin Xin and Nanning Zheng. "On-road vehicle detection and tracking using MMW radar and mono-vision fusion," IEEE Transactions on Intelligent Transportation Systems, vol. 17, no. 7, pp. 2075-2084, Jul. 2016.
Linhai Xu, Yingzhou Wang, Hongbin Sun, Jingmin Xin, Nanning Zheng. "Integrated longitudinal and lateral control for Kuafu-II autonomous vehicle,"IEEE Transactions on Intelligent Transportation Systems, vol. 17, no. 7, pp. 2032-2041, Jul. 2016.
Chengying Chen, Hongbin Sun, Haihua Shen and Feng Zhang, "A 128 Kb HfO₂ ReRAM with novel double-reference and dynamic-tracking scheme for write yield improvement," IEICE Electronics Express, vol. 13, no. 6, pp. 1-9, Feb. 2016.
Longjun Liu, Hongbin Sun*, Chao Li, Yang Hu, Jingmin Xin, Nanning Zheng and Tao Li. "RE-UPS: An adaptive distributed energy storage system for dynamically managing solar energy in green datacenters," Journal of Supercomputing, vol. 72, issue 1, pp. 295-316, Jan. 2016.
Minjie Lv, Hongbin Sun*, Qiwei Ren, Bing Yu, Jingmin Xin and Nanning Zheng. "Logic-DRAM co-design to exploit the efficient repair technique for stacked DRAM," IEEE Transactions on Circuit and System - I Regular Papers, vol. 62, no. 5, pp. 1362-1371, May 2015.
Longjun Liu, Chao Li, Hongbin Sun*, Yang Hu, Jingmin Xin, Nanning Zheng and Tao Li. "Leveraging heterogeneous power for improving datacenter efficiency and resiliency," IEEE Computer Architecture Letters, vol. 14, no. 1, pp. 41-45, Jun. 2015. (Best of CAL winners for 2015)
Wenzhe Zhao, Guiqiang Dong, Hongbin Sun*, Tong Zhang and Nanning Zheng. "Hybrid hard-/soft-decision LDPC decoding strategy for NAND flash memory," Chinese Science Bulletin,vol. 59, issue 28, pp. 3554-3561, Oct. 2014.
Kalyana Sundaram Venkataraman, Yiran Li, Qi Wu, Ningde Xie, Hongbin Sun, Nanning Zheng and Tong Zhang. "Using planar embedded DRAM in memory intensive signal processing circuits: Case studies on LDPC decoding and motion estimation," Journal of Signal Processing Systems, vol. 73, pp. 11-24, 2013.
Yangyang Pan, Yiran Li, Hongbin Sun, Wei Xu, Nanning Zheng and Tong Zhang. “Exploring the use of emerging non-volatile memory techniques in future FPGAs,”IEEE Transactions on Very Large Scale Integration Systems(TVLSI),vol. 21, issue 4, pp.771-775, 2013.
Wenzhe Zhao, Guiqiang Dong, Hongbin Sun, Nanning Zheng and Tong Zhang. "Reducing latency overhead caused by using LDPC codes in NAND flash memory,"EURASIP Journal on Advances in Signal Processing,2012.
Hongbin Sun, Chuanyin Liu, Tai Min, Nanning Zheng and Tong Zhang. “Architectural exploration to enable sufficient MTJ device write margin for STT-RAM based cache,”IEEE Transactions on Magnetics,vol. 28, no. 8, pp. 2346-2351, Aug. 2012.
Hongbin Sun, Chuanyin Liu, Wei Xu, Jizhong Zhao, Nanning Zheng and Tong Zhang. “Using Magnetic RAM to build the low power and soft error resilient L1 cache,”IEEE Transactions on Very Large Scale Integration Systems (TVLSI), vol. 20, no. 1, pp. 19-28, Jan. 2012.
Hongbin Sun, Pengju Ren, Nanning Zheng, Tong Zhang and Tao Li. “Architecting high-performance energy-efficient soft error resilient cache under 3D integration technology,”Elsevier Journal of Microprocessors and Microsystems, vol. 5, no. 4. pp. 371-381, June 2011.
Wei Xu, Hongbin Sun, Xiaobin Wang, Yiran Chen and Tong Zhang. “Design of last-level on-chip cache using spin-torque transfer RAM (STT RAM)”.IEEE Transactions on Very Large Scale Integration Systems(TVLSI), vol. 19, no. 3, pp. 483-493, March. 2011.
Hongbin Sun, Jibang Liu, Rakesh Anigundi, Nanning Zheng, Jian-Qiang Lu, Kenneth Rose and Tong Zhang “3D DRAM design and application to 3D multi-core systems”.IEEE Design and Test of Computers, vol. 26, no. 5, pp. 36-47, Sep/Oct. 2009.
Hongbin Sun, Nanning Zheng and Tong Zhang. “Leveraging access locality for the efficient use of multi-bit error correcting codes in L2 cache,”IEEE Transactions on Computers, vol. 58, no. 10, pp. 1297-1306, Oct. 2009.
Conference PapersLin Song, Yanwei Li, Zeming Li, Gang Yu, Hongbin Sun*, Jian Sun and Nanning Zheng. "Learnable tree filter for structure-preserving feature transform," Advances in Neural Information Processing Systems (NeurIPS), Dec. 2019.
Lin Song, Shiwei Zhang, Gang Yu and Hongbin Sun*. "TACNet: Transition-aware context network for spatio-temporal action detection," IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun. 2019.
Hang Wang, Tiancheng Wang, Yunqi Mi, Hongbin Sun* and Nanning Zheng. "A hardware-efficient post-processing algorithm for motion compensated frame rate up-conversion," Proceedings of IEEE International Symposium on Circuits and Systems, May 2019.
Longjun Liu, Hongbin Sun*, Peng Gao, Nanning Zheng, Tao Li. "REcache: Efficient sustainable energy management circuits and policies for computing systems," Proceedings of IEEE International Symposium on Circuits and Systems, May 2019.
Baoting Li, Longjun Liu*, Jiahua Liang, Hongbin Sun, Li Geng, Nanning Zheng. "Exploring resource-aware deep neural network accelerator and architecture design," Proceedings of IEEE International Conference on Digital Signal Processing, Nov. 2018.

Xiao Wang,Jinqiang Wu, Yanlei Gu, Hongbin Sun*, Linhai Xu, Shunsuke Kamijo, Nanning Zheng. "Human-like maneuver decision using LSTM-CRF model for on-road self-driving," Proceedings of IEEEInternational Conference on Intelligent Transportation Systems, Nov. 2018.
Hang Wang, Hongbin Sun*, Xuchong Zhang, Qiubo Chen, Pengju Ren, et al., "A 4K×2K@60fps multi-format multi-function display processor for high perceptual quality," Proceedings of IEEE Asia Pacific Conference on Circuits and Systems (APCCAS), Oct. 2018.
Zhixiong Nan, Menghan Pan, Xiao Wang, Ping Wei, Linhai Xu, Hongbin Sun, Jingmin Xin, Nanning Zheng. "Exploring the potential of using semantic context and common sense in on-road vehicle detection," Proceedings of IEEE Intelligent Vehicles Symposium, Jun. 2018.
Juwang Shi, Wenxiu Wang, Xiao Wang, Hongbin Sun*, Xuguang Lan, Jingmin Xin and Nanning Zheng. "Leveraging spatio-temporal evidence and independent vision channel to improve multi-sensor fusion for vehicle environmental perception," Proceedings of IEEE Intelligent Vehicles Symposium, Jun. 2018.

Shuai Yang, Zhaohong Xiang, Jin Wu, Xiao Wang, Hongbin Sun*, Jinming Xin and Nanning Zheng. "Efficient rectangle fitting of sparse laser data for robust on-road object detection," Proceedings of IEEE Intelligent Vehicles Symposium, Jun. 2018.
Chao Jing, Ping Wei*, Hongbin Sun, Nanning Zheng. Spatial-temporal neural networks for action recognition. International Conference on Artificial Intelligence Applications and Innovations (AIAI), May 2018.
Cong Lai, Wen Luo, Shiqiang Chen, Qinhua Li, Qingyu Yang, Hongbin Sun* and Nanning Zheng. "Zynq-based Full HD around view monitor system for intelligent vehicle," Proceedings of Asia-Pacific Signal and Information Processing Association Annual Submit and Conference (APSIPA ASC), Dec. 2017.
Shiqiang Chen, Xuchong Zhang, Hongbin Sun* and Nanning Zheng. "sWMF: Separable weighted median filter for efficient large-disparity stereo matching," Proceedings of IEEE International Symposium on Circuits and Systems (ISCAS), Jun. 2017.

Xiaowei Han, Qian Jia, Hongbin Sun, Longfei Wang, et al. "A 0.13μm 64Mb HfOx ReRAM Using Configurable Ramped Voltage Write and Low Read-Disturb Sensing Techniques for Reliability Improvement," Proceedings ofIEEE Custom Integrated Circuits Conference (CICC), Apr. 2017.
Longfei Wang, Xiaoqing Zhao, Mengnan Wu, Pu Bai, Hongbin Sun*, Xiaowei Han, Bing Yu, Qiwei Ren and Nanning Zheng, “Zynq-based solid-state drive prototyping platform for emerging non-volatile memories”, Proceedings of IEEE International Conference on Solid-State and Integrated Circuit Technology (ICSICT), Oct. 2016.
Y. Li, H. Wang, X. Zhao, H. Sun, and T. Zhang, “Applying Software-based Memory Error Correction for In-Memory Key-Value Store: Case Studies on Memcached and RAMCloud”, International Symposium on Memory Systems (MEMSYS), Oct. 2016.
H. Wang, Y. Li, X. Zhang, X. Zhao, H. Sun, and T. Zhang, “On the Use of DRAM with Unrepaired Weak Cells in Computing Systems”, International Symposium on Memory Systems (MEMSYS), Oct. 2016.
Longjun Liu, Hongbin Sun*, Chao Li, Yang Hu, Nanning Zheng and Tao Li. "Towards an adaptive multi-power-source datacenter", Proceedings of International Conference on Supercomputing (ICS), Jun. 2016.
Hengyu Zhao, Hongbin Sun*, Qiang Yang, Tai Min and Nanning Zheng. "Exploring the use of volatile STT-RAM for energy efficient video processing", Proceedings of International Symposium on Quality Electronic Design (ISQED), Mar. 2016. (Best Paper Candidate)
Mengnan Wu, Yang Yang, Liangliang Dai, Xinxin Zhang, Hongbin Sun*, Ruizhi Zhang, Jianxiao Wang and Nanning Zheng, "An experimental study on the potential use of ReRAM as SSD buffer", Proceedings of IEEE International Conference on ASIC (ASICON), Nov. 2015.
Zenghua Cheng, Xuchong Zhang, Huisheng Peng, Baolu Zhai, Hongbin Sun* and Nanning Zheng, "VLSI design of edge-preserving coding artifacts reduction for display processing", Proceedings of the IEEE Computer Society Annual Symposium on VLSI (ISVLSI), Jul. 2015.
Longjun Liu, Chao Li, Hongbin Sun*, Yang Hu, Juncheng Gu, Tao Li, Jingmin Xin and Nanning Zheng, "HEB: deploying and managing hybrid energy buffers for improving datacenter efficiency and economy", Proceedings of ACM/IEEE International Symposium on Computer Architecture (ISCA), Jun. 2015.
Longjun Liu, Chao Li, Hongbin Sun*, Yang Hu, Juncheng Gu, Jingmin Xin, Nanning Zheng and Tao Li, "BAAT: Towards dynamically managing battery aging in green datacenters", Proceedings of IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), Jun. 2015.
Qiubo Chen, Hengyu Zhao, Hongbin Sun* and Nanning Zheng, "Exploiting bit-depth scaling for quality-scalable energy efficient display processing", Proceedings ofIEEE International Symposium on Circuits and Systems (ISCAS), May 2015.
Minjie Lv, Hongbin Sun*, Jingmin Xin andNanning Zheng, "Logic-DRAM co-design to efficiently repair stacked DRAM with unused spares", Proceedings of 20th Asia and South Pacific Design Automation Conference (ASP-DAC), Jan. 2015.
Longjun Liu, Hongbin Sun, Yang Hu, Jingmin Xin, Nanning Zheng and Tao Li, "Leveraging distributed UPS energy for managing solar energy powered data centers", Proceedings of International Green Computing Conference (IGCC), Nov. 2014.
Xiao Wang, Linhai Xu, Hongbin Sun, Jingmin XinandNanning Zheng, "Bionic vision inspired on-road obstacle detection and tracking using radar and visual Information", Proceedings of International IEEE Conference on Intelligent Transportation Systems (ITSC), Oct. 2014.
Linhai Xu, Yingzhou Wang, Hongbin Sun, Jingmin Xin andNanning Zheng, "Design and implementation of driving control system for autonomous vehicle",Proceedings of International IEEE Conference on Intelligent Transportation Systems (ITSC), Oct. 2014.
Wenzhe Zhao, Hongbin Sun*, Minjie Lv, Guiqiang Dong, Nanning Zheng and Tong Zhang, "Improving min-sum LDPC decoding throughput by exploiting intra-cell bit error characteristic in MLC NAND flash memory", Proceedings of International Conference on Massive Storage Systems and Technology (MSST), Jun. 2014.
Wenzhe Zhao, Minjie Lv, Hongbin Sun, Nanning Zheng and Tong Zhang, "VLSI design of fuzzy-decision bit-fipping QC-LDPC decoder", Proceedings of IEEE International Conference on ASIC(ASICON), Oct. 2013
K. Venkataraman, W. Zhao, H. Sun, N. Zheng, and T. Zhang, "Scheduling algorithms for handling updates in shingled magnetic recording",Proceedings of IEEE International Conference on Networking, Architecture, and Storage (NAS), Jul. 2013.
K. Zhao, W. Zhao, H. Sun, T. Zhang, X. Zhang, and N. Zheng, "LDPC-in-SSD: Making advanced error correction codes work effectively in Solid State Drives",USENIX Conference on File and Storage Technologies (FAST), Feb. 2013.
Hongbin Sun, Fengwei Zhang and Nanning Zheng. "An edge-based adaptive image interpolation and its VLSI architecture"Proceedings ofthe Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Oct. 2012.
Hongbin Sun, Longjun Liu, Qiubo Chen, Baolu Zhai and Nanning Zheng. "Design and implementation of a video display processing SoC for full HD LCD TV"Proceedings of International SoC Design Conference (ISOCC), Nov. 2012.
Minjie Lv, Hongbin Sun, Tai Min, Tong Zhang and Nanning Zheng. "A heterogeneous design methodology for STT-RAM memory system of mobile SoC"Proceedings of IEEE International Conference on Solid-State and Integrated Circuit Technology (ICSICT), Oct. 2012.
Qiubo Chen, Hongbin Sun, Jie Yang and Nanning Zheng. "A robust film-mode detection approach for digital TV SoC design "Proceedings of IEEE International Conference on Solid-State and Integrated Circuit Technology(ICSICT), Oct. 2012.
Longjun Liu, Hongbin Sun, Wenzhe Zhao, Zuoxun Hou, Jingmin Xin and Nanning Zheng. “A High Performance and Low Cost Video Processing SoC for Digital HDTV Systems”Proceedings of the IEEE International Conference on ASIC(ASICON), Oct. 2011 (Excellent Student Paper Award).
Hongbin Sun, Kalyana Sundram Venkataraman, Yiran Li and Tong Zhang “Energy and area efficient signal processing circuits using planar embedded DRAM”Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Oct. 2011.
Hongbin Sun, Jizhong Zhao, Fei Wang, et al. “Cost-efficient built-in repair analysis for embedded memories with on-chip ECC”Proceedings of the IEEE International Symposium on Access Space (ISAS), June 2011 (Best Paper Award)
Hongbin Sun, Chuanyin Liu, Tai Min, Nanning Zheng and Tong Zhang “Design techniques to improve the device write margin for MRAM-based cache memory”Proceedings of the ACM Great Lake Symposium on VLSI(GLSVLSI), May 2011.
Hongbin Sun, Jibang Liu, Nanning Zheng,Jian-Qiang Lu, Kenneth Rose and Tong Zhang.“Multi-core computer memory hierarchy design using heterogeneous three-dimensional (3D) stacked DRAM”Workshop of 3D integration and interconnect-centric architectures in conjunction with IEEE International Symposium on High-Performance Computer Architecture (HPCA), Feb. 2009.
Rakesh Anigundi, Hongbin Sun, Jian-Qiang Lu, Kenneth Rose and Tong Zhang.“Architecture design exploration of three-dimensional (3D) integrated DRAM”Proceedings of the IEEE International Symposium on Quality Electronic Design (ISQED), pp. 86-90, 2009.
Hongbin Sun, Nanning Zheng and Tong Zhang. “Realization of L2 cache defect tolerance using multi-bit ECC”Proceedings of the IEEE International Symposium on Defect and Fault Tolerance of VLSI Systems (DFTS), pp. 254-262, 2008.
Hongbin Sun, Yang Liu, Nanning Zheng and Tong Zhang. “Motion compensation aided motion adaptive de-interlacing for real-time video processing applications” Proceedings of the IEEE Asilomar Conference on Signals, Systems, and Computers (ACSSC), pp. 1523-1527, 2008.
Hongbin Sun, Nanning Zheng, Chenyang Ge, Dong Wang and Pengju Ren. “An efficient motion adaptive de-interlacing and its VLSI architecture design”Proceedings of the IEEE Computer Society Annual Symposium on VLSI (ISVLSI), pp. 455-458, 2008.

Student - 孙宏滨Current Graduate Students in My Group

Minjie Lv (PhD, 2011~)
Co-Advisor: Jingmin Xin

Xiaoqing Zhao (PhD, 2013~)

Hang Wang (PhD, 2015~)

Juwang Shi (PhD, 2015~)
Advisor: Xuguang Lan

Fujun Bai (PhD, 2016~)

Baoting Li (Phd, 2018~)

Shaofei Yang (Phd, 2018~)

Weihuang Chen (Phd, 2018~)
Advisor: Jingmin Xin

Lin Song (Phd, 2019~)
Enshen Shi (Phd, 2019~)

Shuai Yang (Master, 2017~)

Jiaqi Yang (Master, 2017~)

Yang Feng (Master, 2017~)
Advisor: Ping Wei

Chao Feng (Master, 2017~)
Advisor: Jingmin Xin

Guangyu Wang (Master, 2017~)

Yunqi Mi (Master, 2017~)

Recommended articles&presentations to graduate students
You and Your Research (pdf), Richard Hamming, Bell Labs, http://v.youku.com/v_show/id_XNjEyOTMyMDU2.html
Time Management Talk (ppt), Randy Pausch, Carnegie Mellon University, http://www.randypausch.com
报联商技巧, recommended by Prof. Xin, http://wenku.baidu.com/view/fbc573a8284ac850ad02420e.html
Scientific Writting Tutorial (ppt), Provided by Elsevier
How to Apply for Chinese Patent (1) (2) (3) (4) (5)

Related Conferences
Conference
Sub. deadline
Date
Location

IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM)
Jan.
May
USA

IEEE International Conference on Image Processing (ICIP)*
Jan.
Sep.

IEEE Intelligent Vehicles Symposium (IV)
Jan.
Jun.

IEEE Computer Society Annual Symposium on VLSI (ISVLSI)
Feb.
Jul.

IEEE International Conference on Digital Signal Processing (DSP)
Feb.
Jul.

International Symposium on Low Power Electronics and Design (ISLPED)*
Feb.
Aug.
USA

International Conference on Field Programmable Logic and Applications (FPL)
Mar.
Sep.
Europe

International Conference on Computer-Aided Design (ICCAD)*
Apr.
Nov.
USA

IEEE Workshop on Signal Processing Systems (SiPS)
Apr.
Oct.

IEEE International Conference on Intelligent Transportation Systems (ITSC)
Apr.
Oct.

IEEE International Symposium on Defect and Fault Tolerance in VLSI Systems (DFTS)*
May
Oct.

IEEE/ACM International Symposium on Microarchitecture (Micro)*
May
Dec.
USA

IEEEAsian Solid-State Circuits Conference (A-SSCC)*
Jun.
Nov.

IEEE International Conference on ASIC (ASICON)/ICSICT
Jun.
Oct.
China

Asia and South Pacific Design Automation Conference (ASP-DAC)*
Jul.
Jan.

IEEE International Symposium on High Performance Computer Architecture (HPCA)*
Aug.
Feb.

IEEE international Solid-State Circuits Conference (ISSCC)*
Sep.
Feb.

ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA)*
Sep.
Feb.

Design, Automation and Test in Europe (DATE) conference and exhibition*
Sep.
Mar.
Europe

IEEE International Symposium on Circuits and Systems (ISCAS)*
Oct.
May

International Symposium on Quality in Electronic Design (ISQED)*
Oct.
Mar.
USA

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
Oct.
Apr.

IEEE/ACM International Symposium on Computer Architecture (ISCA)*
Nov.
Jun.

Design Automation Conference (DAC)*
Nov.
Jun.
USA

IEEE International Conference on Multimedia and Expo (ICME)*
Nov.
Jun.

ACM/SIGDA Great Lakes Symposium on VLSI (GLSVLSI)*
Dec.
May
USA

IEEE Custom Integrated Circuits Conference (CICC)*
Dec.
Sep.
USA

Former Students in My Group
Phd Students:
Xiao Wang, Graduated in Jun. 2019, First employment: xxxx. Phd dissertation:
Xuchong Zhang, Graduated in Jun. 2019, First employment: Post-doc inXi'an Jiaotong Unviersity.Phd dissertation:
Qiubo Chen (Advisor: Nanning Zheng), Graduated in Jun. 2017, First employment: DJI-Innovations, Shenzhen. Phd dissertation: High efficient algorithm and VLSI architecture for ultra-high definition video display processing.
Longjun Liu (Co-Advisor: Jingmin Xin), Graduated in 2015, First employment: Faculty in Xi'an Jiaotong Unviersity. Phd dissertation: High efficient energy storage architecture design for green datacenters. (Longjun was a visiting Phd student in Unversity of Florida and advised by Prof. Tao Li from 2012 to 2014.)
Wenzhe Zhao (Advisor: Nanning Zheng), Gruadated in 2014, Frist employment: Hisilicon, Xi'an. Phd dissertation: LDPC decoding algorithm optimization and its VLSI architecture for NAND flash memory. (Wenzhe wasa visiting Phd student in Rensselaer Polytechnic Institute andadvised by Prof. Tong Zhang from 2012 to 2013.)
Master Students:
Tiancheng Wang, Graduated in 2019, First employment:
Wenchang Li, Graduated in 2019, First employment:
Wen Luo, Graduated in 2019, First employment:
Miaomiao Sang, Graduated in 2019, First employment:
Zhaohong Xiang, Graduated in 2019, First employment:
Rongbo Ma, Graduated in 2019, First employment:
Jinqiang Wu, Graduated in 2019, First employment:
Wenxiu Wang, Graduated in 2019, First employment:
Jin Wu (Advisor: Jingmin Xin), Graduated in 2018, First employment:
Menghan Pan(Advisor: Jingmin Xin),Graduated in 2018, First employment:
Wenchao Xue(Co-advisor: Linhai Xu), Graduated in 2018, First employment:
Shiqiang Chen, Graduated in 2017, First employment:Hisilicon, Shanghai
Longfei Wang,Graduated in 2017, First employment:Hisilicon, Shanghai
Zhongjie Zhang, Graduated in 2017, Studying in Tokyo Institute of Technologyfor Phd degree
Hengyu Zhao, Graduated in 2016, Studying inUCSC for Phd degree
Xinwei Wang, Graduated in 2016, First employment: CASIC, Beijing
Mengnan Wu, Graudated in 2016, First employment: ZTE, Shenzhen
Pu Bai, Graudated in 2016, First employment: Huawei, Xi'an
Tie Chen, Graudated in 2016, First employment: XXXX, Nanjing
Cong Ma, Graduated in 2016, First employment: China West Airport Group (CWAG), Yinchuan
Dan Chen, Graduated in 2016, First employment: Allwinner Technology, Xi'an
Xinpei Li, Graduated in 2016, First employment: CETC 20, Xi'an
Guoping Gui, Graudated in 2016, First employment: StateMicro Electronics, Shenzhen
Yang Yang, Graduated in 2015, First employment: Realsil Microelectronics, Suzhou
Wenjing Xu, Graduated in 2015, First employment: Hisilicon, Shanghai
Zenghua Cheng, Graduated in 2015, First employment: Hisilicon, Shenzhen
Rui Zhu, Graduated in 2015, First employment: ZTE, Xi'an
Xinxin Zhang, Graduated in 2015, First employment: Spectrum, Shanghai
Liangliang Dai (Advisor: Jianxiao Wang), Graduated in 2015, First employment: Realsil Microelectronics, Suzhou
Zhuoyuan Chen (Advisor: Tai Min), Graduated in 2015, First employment: Huawei, Shanghai
Hang Gao(Advisor: Tai Min), Graduated in 2015, First employment: GalaxyCore, Shanghai
Huisheng Peng, Graduated in 2014, First employment: Hisilicon, Shanghai.
Zixuan Yang, Graduated in 2014, First employment: Huawei, Shenzhen.
Yu Zhang, Graduated in 2014, First employment: 771, Xi'an.
Jie Yang, Graduated in 2014, First employment: Xi'an.
Xina Zhang, Graduated in 2014, First employment: Xi'an.
Hongwei Yang, Graduated in 2014, First employment: CETC 54, Shijiazhuang.
Xu Wang, (Advisor: Yuehu Liu,) Graduated in 2014, First employment: Hisilicon, Xi'an.
Yanbin Ren, (Advisor: Jianxao Wang,) Graduated in 2014, First employment: Xuji, Xuchang.
Baolu Zhai, (Advisor: Chenyang Ge,) Graduated in 2013, First employment: Spectrum, Beijing
Zhongpin Niu, Graduated in 2012, First employment: ZTE, Xi'an.
Minchao Xu, Graduated in 2012, First employment: Hisilicon, Xi'an.
Xiang Su, (Advisor: Jianxiao Wang,) Graduated in 2012, First employment: Xi'an Jiaotong University, Xi'an.
Chuanyin Liu, (Advisor: Yuehu Liu,) Graduated in 2011, First employment: Huawei, Chengdu.
Bacheler Students:
He Dai, Graduated in 2018, studying in XJTU for PhD degree
Yuxue Wang, Graduated in 2018, studying in XJTU for Master degree
Jie Ren, Graduated in 2018, studying in XJTU for Master degree
Yuhang Cui, Graduated in 2018, First employment: Tianxiang, Shenzhen
Shuai Yang, Graduated in 2017, studying in XJTU for Master degree
Jiongyu Dai, Graduated in 2017,
Haochen Xue, Graduated in 2016,
Yue Yan, Graduated in 2016, studying in XJTU for Master degree
Haiyang Qi, Graduated in 2015, studying in XJTU for Master degree
Conglin Jiang, Graduated in 2015, First employment: Huawei, Nanjing
Shiqiang Chen, Graduated in 2014, studying in XJTU for Master degree
Longfei Wang, Graduated in 2014, studying in XJTU for Master degree
Ruizhi Sha, Graduated in 2014, studying in XJTU for Masterdegree
Xinwei Wang, Graduated in 2013, studying in XJTU for Master degree
Xiaoqing Zhao, Graduated in 2013, studying in XJTU for Master degree
Xuchong Zhang, Graduated in 2012, studying in XJTU for Master degree
Zenghua Cheng, Graduated in 2012, studying in XJTU for Master degree
Geng Liu, Graduated in 2012, studying in XJTU for Master degree

Research - 孙宏滨Real-time Image Upscaling for 4K Display System
Algorithm and VLSI Architecture of Edge-Directed Image Upscaling for 4K Display System (submitted to TCSVT)
This paper proposes an explicit edge-directed adaptive image interpolation method that leverages more sophisticate edge detection and orientation estimation algorithms to avoid the mis-interpolation, thereby providing the similar or even better image quality with respect to implicit interpolation methods. Targeting for the real-time 4K video display system, the proposed edge-directed image upscaling algorithm is further implemented with an efficient VLSI architecture. Experimental results demonstrate that the proposed interpolation algorithm outperforms the previous explicit and implicit edge-directed methods in both objective and subjective test. The presented VLSI implementation further demonstrates that the maximum output video sequence of the proposed interpolation method can reach up to 4Kx2K@60Hz with reasonable hardware cost.
The set of images (both classic images and from the morgueFile archive) used in our experiments isavailable following this link.
Results of 4x enlargements for bicubic interpolation are available following this link.
Results of 4x enlargements for the proposed explicit edge-directed interpolation areavailable following this link.

中文简介 - 孙宏滨招生信息
欢迎有志于从事人工智能芯片、无人驾驶汽车、计算存储系统架构和视频信号处理集成电路研究的同学们报考并加入课题组！
此外，课题组诚邀博士后研究人员加盟，欢迎来电来信垂询！

基本信息

孙宏滨
教授，博士生导师
人工智能学院副院长
视觉信息处理与应用国家工程实验室副主任

研究领域
视频信号处理及其SoC设计
计算存储系统架构与电路
人工智能的计算架构与电路
自主驾驶智能车

讲授课程
电子与信息工程学院
自动化专业本科三年级
电信硕本科三年级
嵌入式系统设计与应用
学时/学分：44.0/2.5
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软件学院集成电路人才培养基地
集成电路专业硕士一年级
现代计算机体系结构
学时/学分：48.0/2.0

荣誉称号
2018年，西安五四青年奖章
2017年，国家自然科学基金委优秀青年科学基金
2015年，西安交通大学优秀班主任
2012年，教育部“新世纪优秀人才支持计划”
2012年，陕西省青年科技新星
2012年，西安交通大学优秀博士后
2012年，西安交通大学“青年骨干教师培养计划”
2011年，全国百篇优秀博士学位论文提名
2011年，陕西省优秀博士学位论文
2011年，西安交通大学优秀本科毕业设计论文指导教师
2010年，西安交通大学优秀博士学位论文
2007年，国家技术发明二等奖（第三完成人）

联系方式
电话：86-
传真：86-
邮件：hsun@mail.xjtu.edu.cn
地址：西安市雁翔路99号，西安交通大学曲江校区西4楼3楼，710054

站点计数器

教育与工作经历
2017至今，西安交通大学，电子与信息工程学院，自动化系，教授
2011-2016年，西安交通大学，电子与信息工程学院，自动化系，副教授
2009-2011年，西安交通大学，计算机科学与技术流动站，博士后
2007-2008年，美国伦斯勒理工学院（Rensselaer Polytechnic Institute, RPI），联合培养博士生
2005-2009年，西安交通大学，控制科学与工程专业，工学博士学位
2003-2005年，西安交通大学，电气工程学院，提前攻博
1999-2003年，西安交通大学，电气工程及其自动化专业，工学学士学位

论文发表
Journal Papers:Minjie Lv, Hongbin Sun*, Jingmin Xin and Nanning Zheng. "Efficient repair analysis algorithm exploration for memory with redundancy and in-memory ECC," IEEE Transactions on Computers, accepted.
Chao Jing, Ping Wei*, Hongbin Sun, Nanning Zheng. "Spatio-temporal neural networks for action recognition based on joint loss," Neural Computing and Applications (NCA), accepted.
Xuchong Zhang, He Dai, Hongbin Sun* and Nanning Zheng. "Algorithm and VLSI architecture co-design on efficient semi-global stereo matching," IEEE Transactions on Circuits and Systems on Video Technology, accepted.
Hang Wang, Xuchong Zhang, Tiancheng Wang, Wenchang Li, Qiubo Chen, Pengju Ren, Xiaogang Wu, Hongbin Sun*, et al. "A 4Kx2K@60fps multifunctional video display processor for high perceptual image quality,"IEEE Transactions on Circuits and Systems - I Regular Papers, accepted.
Hang Wang, Tiancheng Wang, Longjun Liu, Hongbin Sun* and Nanning Zheng. "Efficient compression-based line buffer design for image/video processing circuits," IEEE Transctions on Very Large Scale Integration Systems, accepted.
Ping Wei, Hongbin Sun*, Nanning Zheng. "Learning composite latent structures for 3D human action representation and recognition," IEEE Transactions on Multimedia, accepted.
Longjun Liu, Hongbin Sun*, Chao Li, Tao Li, Jingmin Xin, and Nanning Zheng. "Exploring highly dependable and ef?cient datacenter power system using hybrid and hierarchical energy buffers," IEEE Transactions on Sustainable Computing, accepted.
Longjun Liu, Hongbin Sun, Chao Li, Yang Hu, Tao Li and Nanning Zheng. "Exploring customizable heterogeneous power distribution and management for datacenter," IEEE Transactions onParallel and Distributed Systems, accepted.
Xuchong Zhang, Hongbin Sun*, Shiqiang Chen, Lin Song and Nanning Zheng. "NIPM-sWMF: Towards efficient FPGA design for high-definition large-disparity stereo matching,"IEEETransactions on Circuits and Systems for Video Technology, accepted.
Xiaoqing Zhao, Hongbin Sun*, Longjun Liu, Yang Yang, Liangliang Dai, Xiulong Wu, Ruizhi Zhang, Jianxiao Wang and Nanning Zheng. "Architectural exploration to address the reliability challenges for ReRAM-based buffer in SSD," IEEE Transactions on Circuits and Systems - I Regular Papers, vol. 66, no. 1, pp. 226-238, Jan. 2019.
Qiubo Chen, Hongbin Sun* and Nanning Zheng. "Worst-case driven display frame compression for energy-efficient ultra-HD display processing," IEEE Transactions on Multimedia, vol. 20, no. 5, May 2018.
Xuchong Zhang, Hongbin Sun*, Shiqiang Chen and Nanning Zheng. "VLSI architecture exploration of guided image filtering for 1080P@60Hz video processing," IEEE Transactions on Circuits and Systems for Video Technology, vol. 28, no. 1, Jan. 2018.
Longjun Liu, Hongbin Sun*, Chao Li, Tao Li, Jingmin Xin and Nanning Zheng. "Managing battery aging for high energy availability in green datacenters,"IEEE Transactions on Parallel and Distributed Systems, vol. 28, no. 12, Dec. 2017.
Hao Wang, Kai Zhao, Minjie Lv, Xuebin Zhang, Hongbin Sun and Tong Zhang. "Improving 3D DRAM fault tolerance through weak cell aware error correction,"IEEE Transactions on Computers, vol. 66, no. 5, May 2017.
Pengju Ren, Xin Zhang, Hongwei Bi, Longjun Liu, Hongbin Sun and Nanning Zheng “Towards an efficient multiview display processing architecture for 3DTV” IEEE Transactions on Circuit and Systems - II, vol. 64, no. 6, Jun. 2017.
Qiubo Chen, Hongbin Sun*, Xuchong Zhang, Huibin Tao, Jie Yang, Jizhong Zhao and Nanning Zheng. "Algorithm and VLSI architecture of edge-directed image upscaling for 4K display system," IEEE Transactions on Circuits and Systems for Video Technology, vol. 26, no. 9, pp. 1758-1771, Sep. 2016.
Hongbin Sun, Wenzhe Zhao, Minjie Lv, Guiqiang Dong, Nanning Zheng and Tong Zhang. "Exploiting intra-cell bit error characteristics to improve min-sum LDPC decoding for MLC NAND Flash based storage in mobile device," IEEE Transaction on Very Large Scale Integration Systems (TVLSI), vol. 24, no. 8, pp. 2654-2664, Aug. 2016.
Xiao Wang, Linhai Xu, Hongbin Sun, Jingmin Xin and Nanning Zheng. "On-road vehicle detection and tracking using MMW radar and mono-vision fusion," IEEE Transactions on Intelligent Transportation Systems, vol. 17, no. 7, pp. 2075-2084, Jul. 2016.
Linhai Xu, Yingzhou Wang, Hongbin Sun, Jingmin Xin, Nanning Zheng. "Integrated longitudinal and lateral control for Kuafu-II autonomous vehicle," IEEE Transactions on Intelligent Transportation Systems, vol. 17, no. 7, pp. 2032-2041, Jul. 2016.
Chengying Chen, Hongbin Sun, Haihua Shen and Feng Zhang, "A 128 Kb HfO2 ReRAM with novel double-reference and dynamic-tracking scheme for write yield improvement," IEICE Electronics Express, vol. 13, no. 6, pp. 1-9, Feb. 2016.
Longjun Liu, Hongbin Sun*, Chao Li, Yang Hu, Jingmin Xin, Nanning Zheng and Tao Li. "RE-UPS: An adaptive distributed energy storage system for dynamically managing solar energy in green datacenters," Journal of Supercomputing, vol. 72, issue 1, pp. 295-316, Jan. 2016.
Minjie Lv, Hongbin Sun*, Qiwei Ren, Bing Yu, Jingmin Xin and Nanning Zheng. "Logic-DRAM co-design to exploit the efficient repair technique for stacked DRAM," IEEE Transactions on Circuit and System - I Regular Papers, vol. 62, no. 5, pp. 1362-1371, May 2015.
Longjun Liu, Chao Li, Hongbin Sun*, Yang Hu, Jingmin Xin, Nanning Zheng and Tao Li. "Leveraging heterogeneous power for improving datacenter efficiency and resiliency," IEEE Computer Architecture Letters, vol. 14, no. 1, pp. 41-45, Jun. 2015. (Best of CAL winners for 2015)
Wenzhe Zhao, Guiqiang Dong, Hongbin Sun*, Tong Zhang and Nanning Zeng. "Hybrid hard-/soft-decision LDPC decoding strategy for NAND flash memory," Chinese Science Bulletin, vol. 59, issue 28, pp. 3554-3561, Oct. 2014.
Kalyana Sundaram Venkataraman, Yiran Li, Qi Wu, Ningde Xie, Hongbin Sun, Nanning Zheng and Tong Zhang. "Using planar embedded DRAM in memory intensive signal processing circuits: Case studies on LDPC decoding and motion estimation," Journal of Signal Processing Systems, vol. 73, pp. 11-24, 2013.
Yangyang Pan, Yiran Li, Hongbin Sun, Wei Xu, Nanning Zheng and Tong Zhang. “Exploring the use of emerging non-volatile memory techniques in future FPGAs,” IEEE Transactions on Very Large Scale Integration Systems(TVLSI),vol. 21, issue 4, pp. 771-775, 2013.
Wenzhe Zhao, Guiqiang Dong, Hongbin Sun, Nanning Zheng and Tong Zhang. "Reducing latency overhead caused by using LDPC codes in NAND flash memory,"EURASIP Journal on Advances in Signal Processing,2012.
Hongbin Sun, Chuanyin Liu, Tai Min, Nanning Zheng and Tong Zhang. “Architectural exploration to enable sufficient MTJ device write margin for STT-RAM based cache,”IEEE Transactions on Magnetics,vol. 28, no. 8, pp. 2346-2351, Aug. 2012.
Hongbin Sun, Chuanyin Liu, Wei Xu, Jizhong Zhao, Nanning Zheng and Tong Zhang. “Using Magnetic RAM to build the low power and soft error resilient L1 cache,” IEEE Transactions on Very Large Scale Integration Systems (TVLSI), vol. 20, no. 1, pp. 19-28, Jan. 2012.
Hongbin Sun, Pengju Ren, Nanning Zheng, Tong Zhang and Tao Li. “Architecting high-performance energy-efficient soft error resilient cache under 3D integration technology,” Elsevier Journal of Microprocessors and Microsystems, vol. 5, no. 4. pp. 371-381, June 2011.
Wei Xu, Hongbin Sun, Xiaobin Wang, Yiran Chen and Tong Zhang. “Design of last-level on-chip cache using spin-torque transfer RAM (STT RAM)”. IEEE Transactions on Very Large Scale Integration Systems(TVLSI), vol. 19, no. 3, pp. 483-493, March. 2011.
Hongbin Sun, Jibang Liu, Rakesh Anigundi, Nanning Zheng, Jian-Qiang Lu, Kenneth Rose and Tong Zhang “3D DRAM design and application to 3D multi-core systems”. IEEE Design and Test of Computers, vol. 26, no. 5, pp. 36-47, Sep/Oct. 2009.
Hongbin Sun, Nanning Zheng and Tong Zhang. “Leveraging access locality for the efficient use of multi-bit error correcting codes in L2 cache,” IEEE Transactions on Computers, vol. 58, no. 10, pp. 1297-1306, Oct. 2009.
Conference PapersLin Song, Yanwei Li, Zeming Li, Gang Yu, Hongbin Sun*, Jian Sun and Nanning Zheng. "Learnable tree filter for structure-preserving feature transform," Advances in Neural Information Processing Systems (NeurIPS), Dec. 2019.
Lin Song, Shiwei Zhang, Gang Yu and Hongbin Sun*. "TACNet: Transition-aware context network for spatio-temporal action detection," IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun. 2019.
Hang Wang, Tiancheng Wang, Yunqi Mi, Hongbin Sun* and Nanning Zheng. "A hardware-efficient post-processing algorithm for motion compensated frame rate up-conversion,"Proceedings of IEEE International Symposium on Circuits and Systems, May 2019.
Longjun Liu, Hongbin Sun*, Peng Gao, Nanning Zheng, Tao Li. "REcache: Efficient sustainable energy management circuits and policies for computing systems," Proceedings of IEEE International Symposium on Circuits and Systems, May 2019.
Baoting Li, Longjun Liu*, Jiahua Liang, Hongbin Sun, Li Geng, Nanning Zheng. "Exploring resource-aware deep neural network accelerator and architecture design," Proceedings of IEEE International Conference on Digital Signal Processing, Nov. 2018.
Xiao Wang, Jinqiang Wu, Yanlei Gu, Hongbin Sun*, Linhai Xu, Shunsuke Kamijo, Nanning Zheng. "Human-like maneuver decision using LSTM-CRF model for on-road self-driving," Proceedings of IEEE International Conference on Intelligent Transportation Systems, Nov. 2018.
Hang Wang, Hongbin Sun*, Xuchong Zhang, Qiubo Chen, Pengju Ren, et al., "A 4K×2K@60fps multi-format multi-function display processor for high perceptual quality," Proceedings of IEEE Asia Pacific Conference on Circuits and Systems (APCCAS), Oct. 2018.
Zhixiong Nan, Menghan Pan, Xiao Wang, Ping Wei*, Linhai Xu, Hongbin Sun, Jingmin Xin, Nanning Zheng."Exploring the potential of using semantic context and common sense in on-road vehicle detection,"Proceedings of IEEE Intelligent Vehicles Symposium, Jun. 2018.
Juwang Shi, Wenxiu Wang, Xiao Wang, Hongbin Sun*, Xuguang Lan, Jingmin Xin and Nanning Zheng."Leveraging spatio-temporal evidence and independent vision channel to improve multi-sensor fusion for vehicle environmental perception,"Proceedings of IEEE Intelligent Vehicles Symposium, Jun. 2018.
Shuai Yang, Zhaohong Xiang, Jin Wu, Xiao Wang, Hongbin Sun*, Jinming Xin and Nanning Zheng."Efficient rectangle fitting of sparse laser data for robust on-road object detection," Proceedings ofIEEE Intelligent Vehicles Symposium, Jun. 2018.
Chao Jing, Ping Wei*, Hongbin Sun, Nanning Zheng. Spatial-temporal neural networks for action recognition.International Conference on Artificial Intelligence Applications and Innovations (AIAI), May 2018.
Cong Lai, Wen Luo, Shiqiang Chen, Qinhua Li, Qingyu Yang, Hongbin Sun* and Nanning Zheng. "Zynq-based Full HD around view monitor system for intelligent vehicle," Proceedings of Asia-Pacific Signal and Information Processing Association Annual Submit and Conference (APSIPA ASC), Dec. 2017.
Shiqiang Chen, Xuchong Zhang, Hongbin Sun* and Nanning Zheng. "sWMF: Separable weighted median filter for efficient large-disparity stereo matching," Proceedings of IEEE Internation Symposium on Circuits and Systems (ISCAS), Jun. 2017.

Xiaowei Han, Qian Jia, Hongbin Sun, Longfei Wang, et al. "A 0.13μm 64Mb HfOx ReRAM using configurable ramped voltage write and low read-disturb sensing techniques for reliability improvement," Proceedings of IEEE Custom Integrated Circuits Conference (CICC), Apr. 2017.

Longfei Wang, Xiaoqing Zhao, Mengnan Wu, Pu Bai, Hongbin Sun*, Xiaowei Han, Bing Yu, Qiwei Ren and Nanning Zheng, “Zynq-based solid-state drive prototyping platform for emerging non-volatile memories”, Proceedings of IEEE International Conference on Solid-State and Integrated Circuit Technology (ICSICT), Oct. 2016.
Y. Li, H. Wang, X. Zhao, H. Sun, and T. Zhang, Applying Software-based Memory Error Correction for In-Memory Key-Value Store: Case Studies on Memcached and RAMCloud, International Symposium on Memory Systems (MEMSYS), Oct. 2016.
H. Wang, Y. Li, X. Zhang, X. Zhao, H. Sun, and T. Zhang, On the Use of DRAM with Unrepaired Weak Cells in Computing Systems, International Symposium on Memory Systems (MEMSYS), Oct. 2016.
Longjun Liu, Hongbin Sun*, Chao Li, Yang Hu, Nanning Zheng and Tao Li. "Towards an adaptive multi-power-source datacenter", Proceedings of International Conference on Supercomputing (ICS), Jun. 2016.
Hengyu Zhao, Hongbin Sun*, Qiang Yang, Tai Min and Nanning Zheng. "Exploring the use of volatile STT-RAM for energy efficient video processing", Proceedings of International Symposium on Quality Electronic Design (ISQED), Mar. 2016. (Best Paper Candidate)
Mengnan Wu, Yang Yang, Liangliang Dai, Xinxin Zhang, Hongbin Sun*, Ruizhi Zhang, Jianxiao Wang and Nanning Zheng, "An experimental study on the potential use of ReRAM as SSD buffer", Proceedings of IEEE International Conference on ASIC (ASICON), Nov. 2015.
Zenghua Cheng, Xuchong Zhang, Huisheng Peng, Baolu Zhai, Hongbin Sun* and Nanning Zheng, "VLSI design of edge-preserving coding artifacts reduction for display processing", Proceedings of the IEEE Computer Society Annual Symposium on VLSI (ISVLSI), Jul. 2015.
Longjun Liu, Chao Li, Hongbin Sun*, Yang Hu, Juncheng Gu, Tao Li, Jingmin Xin and Nanning Zheng, "HEB: deploying and managing hybrid energy buffers for improving datacenter efficiency and economy", Proceedings of ACM/IEEE International Symposium on Computer Architecture (ISCA), Jun. 2015.
Longjun Liu, Chao Li, Hongbin Sun*, Yang Hu, Juncheng Gu, Jingmin Xin, Nanning Zheng and Tao Li, "BAAT: Towards dynamically managing battery aging in green datacenters", Proceedings of IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), Jun. 2015.
Qiubo Chen, Hengyu Zhao, Hongbin Sun*, Nanning Zheng. "Exploiting bit-depth scaling for quality-scalable energy efficient display processing", Proceedings ofIEEE International Symposium on Circuits and Systems (ISCAS), May 2015.
Minjie Lv, Hongbin Sun*, Jingmin Xin and Nanning Zheng, "Logic-DRAM co-design to efficiently repair stacked DRAM with unused spares", Proceedings of 20th Asia and South Pacific Design Automation Conference (ASP-DAC), Jan. 2015.
Longjun Liu, Hongbin Sun, Yang Hu, Jingmin Xin, Nanning Zheng and Tao Li, "Leveraging Distributed UPS Energy for Managing Solar Energy Powered Data centers", Proceedings of International Green Computing Conference (IGCC), Nov. 2014.
Linhai Xu, Yingzhou Wang, Hongbin Sun, Jingmin Xin and Nanning Zheng, "Design and Implementation of Driving Control System for Autonomous Vehicle", Proceedings of International IEEE Conference on Intelligent Transportation Systems (ITSC), Oct. 2014.
Xiao Wang, Linhai Xu, Hongbin Sun, Jingmin Xin and Nanning Zheng, "Bionic Vision Inspired On-Road Obstacle Detection and Tracking Using Radar and Visual Information", Proceedings of International IEEE Conference on Intelligent Transportation Systems (ITSC), Oct. 2014.
Wenzhe Zhao, Hongbin Sun*, Minjie Lv, Guiqiang Dong, Nanning Zheng and Tong Zhang, "Improving Min-sum LDPC Decoding Throughput by Exploiting Intra-cell Bit Error Characteristic in MLC NAND Flash Memory", Proceedings of International Conference on Massive Storage Systems and Technology (MSST), Jun. 2014.
Wenzhe Zhao, Minjie Lv, Hongbin Sun, Nanning Zheng and Tong Zhang, "VLSI design of fuzzy-decision bit-fipping QC-LDPC decoder", Proceedings of IEEE International Conference on ASIC (ASICON), Oct. 2013
K. Venkataraman, W. Zhao, H. Sun, N. Zheng, and T. Zhang, "Scheduling Algorithms for Handling Updates in Shingled Magnetic Recording", IEEE International Conference on Networking, Architecture, and Storage (NAS), July 2013.
K. Zhao, W. Zhao, H. Sun, T. Zhang, X. Zhang, and N. Zheng, "LDPC-in-SSD: Making Advanced Error Correction Codes Work Effectively in Solid State Drives", USENIX Conference on File and Storage Technologies (FAST), Feb. 2013.
Hongbin Sun, Fengwei Zhang and Nanning Zheng. "An edge-based adaptive image interpolation and its VLSI architecture"Proceedings ofthe Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Oct. 2012.
Hongbin Sun, Longjun Liu, Qiubo Chen, Baolu Zhai and Nanning Zheng. "Design and implementation of a video display processing SoC for full HD LCD TV"Proceedings of International SoC Design Conference (ISOCC), Nov. 2012.
Minjie Lv, Hongbin Sun, Tai Min, Tong Zhang and Nanning Zheng. "A heterogeneous design methodology for STT-RAM memory system of mobile SoC"Proceedings of IEEE International Conference on Solid-State and Integrated Circuit Technology (ICSICT), Oct. 2012.
Qiubo Chen, Hongbin Sun, Jie Yang and Nanning Zheng. "A robust film-mode detection approach for digital TV SoC design "Proceedings of IEEE International Conference on Solid-State and Integrated Circuit Technology(ICSICT), Oct. 2012.
Longjun Liu, Hongbin Sun, Wenzhe Zhao, Zuoxun Hou, Jingmin Xin and Nanning Zheng. “A High Performance and Low Cost Video Processing SoC for Digital HDTV Systems” Proceedings of the IEEE International Conference on ASIC(ASICON), Oct. 2011 (Excellent Student Paper Award).
Hongbin Sun, Kalyana Sundram Venkataraman, Yiran Li and Tong Zhang “Energy and area efficient signal processing circuits using planar embedded DRAM” Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Oct. 2011.
Hongbin Sun, Jizhong Zhao, Fei Wang, et al. “Cost-efficient built-in repair analysis for embedded memories with on-chip ECC” Proceedings of the IEEE International Symposium on Access Space (ISAS), June 2011 (Best Paper Award)
Hongbin Sun, Chuanyin Liu, Tai Min, Nanning Zheng and Tong Zhang “Design techniques to improve the device write margin for MRAM-based cache memory” Proceedings of the ACM Great Lake Symposium on VLSI(GLSVLSI), May 2011.
Hongbin Sun, Jibang Liu, Nanning Zheng,Jian-Qiang Lu, Kenneth Rose and Tong Zhang.“Multi-core computer memory hierarchy design using heterogeneous three-dimensional (3D) stacked DRAM” Workshop of 3D integration and interconnect-centric architectures in conjunction with IEEE International Symposium on High-Performance Computer Architecture (HPCA), Feb. 2009.
Rakesh Anigundi, Hongbin Sun, Jian-Qiang Lu, Kenneth Rose and Tong Zhang.“Architecture design exploration of three-dimensional (3D) integrated DRAM” Proceedings of the IEEE International Symposium on Quality Electronic Design (ISQED), pp. 86-90, 2009.
Hongbin Sun, Nanning Zheng and Tong Zhang. “Realization of L2 cache defect tolerance using multi-bit ECC” Proceedings of the IEEE International Symposium on Defect and Fault Tolerance of VLSI Systems (DFTS), pp. 254-262, 2008.
Hongbin Sun, Yang Liu, Nanning Zheng and Tong Zhang. “Motion compensation aided motion adaptive de-interlacing for real-time video processing applications” Proceedings of the IEEE Asilomar Conference on Signals, Systems, and Computers (ACSSC), pp. 1523-1527, 2008.
Hongbin Sun, Nanning Zheng, Chenyang Ge, Dong Wang and Pengju Ren. “An efficient motion adaptive de-interlacing and its VLSI architecture design” Proceedings of the IEEE Computer Society Annual Symposium on VLSI (ISVLSI), pp. 455-458, 2008.

专利
孙宏滨, 吴金强, 马荣波, 王潇, 辛景民, 郑南宁. 一种结构化环境下无人驾驶车辆的路径规划方法. 发明专利申请号: 0.3. 申请时间: 2018.03.
孙宏滨, 马荣波,吴金强, 王潇, 辛景民, 郑南宁. 一种改进型D*Lite车辆动态路径规划方法. 发明专利申请号: 4.0. 申请时间: 2018.02.
孙宏滨, 史菊旺, 王文秀, 冯超, 兰旭光, 辛景民, 郑南宁. 一种基于轨迹匹配的多源目标融合方法. 发明专利申请号：3.9. 申请时间：2018.02.
孙宏滨, 向钊宏, 杨帅, 吴进, 王潇, 辛景民, 郑南宁. 一种基于稀疏二维激光雷达的目标检测与姿态估计方法. 发明专利申请号: 3.5. 申请时间: 2018.01.
孙宏滨, 南智雄,于铭瑞, 魏平, 徐林海, 郑南宁. 一种车辆的车道保持控制方法. 发明专利申请号: 7.6. 申请时间: 2018.01.
孙宏滨, 张旭翀, 汪航, 罗文, 陈秋伯, 郑南宁.一种基于局部自适应增益因子的联合上采样方法. 发明专利申请号:20**. 申请时间: 2017.07.
孙宏滨, 杨阳, 张瑞智, 郑南宁. 应用于固态硬盘阻变存储器缓存的纠错保护架构及方法. 发明专利申请号：5.5. 申请时间：2015.07.
孙宏滨, 代亮亮, 王建校, 郑南宁. 应用于固态硬盘阻变存储器缓存的损耗均衡方法. 发明专利申请号：20**. 申请时间：2015.07.
孙宏滨, 刘超, 陶维乾, 郑南宁. 一种基于图像内容自适应的动态背光控制系统及方法. 发明专利申请号：20**. 申请时间：2015.07.
孙宏滨, 彭辉生, 程增华, 张旭翀, 赵季中, 于宗光, 郑南宁. 一种自适应补偿视频压缩失真的系统及方法. 发明专利授权号：ZL20**. 授权时间：2017.02.
孙宏滨, 陈秋伯, 杨洁, 张旭翀, 赵季中, 郑南宁. 一种边缘导向的自适应图像插值方法及其VLSI实现装置. 发明专利授权号：ZL3.8. 授权时间：2016.06.
孙宏滨, 闽泰, 张彤, 郑南宁. 一种优化嵌入式STT-RAM性能与硬件耗费的异构设计策略方法. 发明专利授权号: ZL2.1. 授权时间：2013.12
孙宏滨, 牛众品, 郑南宁. 一种降低BCH解码延迟的双钱氏搜索方法. 发明专利授权号: ZL1.5. 授权时间：2013.1
常越, 孙宏滨, 王建校. 一种基于局部性分析的混合地址映射方法. 发明专利授权号: ZL1.2.授权时间：2013.2
常越, 王建校, 孙宏滨. 一种改进的BET静态损耗均衡的方法.发明专利授权号: ZL.6. 授权时间：2013.4
孙宏滨, 徐敏超, 郑南宁, 刘传银. 提高计算机主存可靠性的数据压缩装置及其方法. 发明专利授权号: ZL2.9. 授权时间：2013.12
孙宏滨, 刘传银, 闽泰, 张彤, 郑南宁. 一种提高磁电阻随机存储器高速缓存抗错能力的方法. 发明专利授权号：ZL1.2. 授权时间：2012.11
孙宏滨, 徐敏超, 郑南宁, 刘传银. 提高计算机末级高速缓存可靠性的数据压缩装置及其方法. 发明专利授权号: ZL0.7.授权时间：2012.7.
刘龙军, 赵文哲, 侯作勋, 孙宏滨, 葛晨阳, 郑南宁, 张晓明, 梁巨昌. 基于AXI总线的数字电视SoC的存储控制方法.发明专利授权号: ZL5.9. 授权时间：2012.1
孙宏滨，郑南宁，罗亮，李宁. 一种处理游飞字幕的运动补偿帧频提升方法. 发明专利授权号：ZL9.8. 授权时间：2012.7.
孙宏滨，郑南宁，罗亮，李宁. 基于场景检测的自适应运动补偿帧频提升方法. 发明专利授权号：ZL6.X. 授权时间：2011.8.
孙宏滨, 郑南宁, 葛晨阳, 罗亮, 卢开方, 张超. 一种运动补偿辅助运动自适应的去隔行方法. 发明专利授权号: ZL7.9.授权时间：2011.1.
郑南宁, 孙宏滨, 杨小露, 葛晨阳, 王东, 任鹏举, 刘伟, 李珺珂, 李仁男等. 一种集成于视频处理芯片的图形OSD控制器.发明专利授权号: ZL2.5. 授权时间：2010.12.
郑南宁, 尹擎, 葛晨阳, 孙宏滨, 王东, 杨敏, 施建安, 褚智慧. 一种基于双三次插值的数字视频图像缩放的方法及其电路. 发明专利授权号: ZL2.4.
郑南宁, 李永, 尹擎, 葛晨阳, 孙宏滨, 王东. 一种利于实现数字视频图像缩放插值的行场信号产生方法. 发明专利授权号: ZL3.9.
郑南宁, 尹擎, 李永, 葛晨阳, 孙宏滨, 杨敏, 王东. 数字高清晰度电视芯片输入高清晰电视和计算机信号方法. 发明专利授权号: ZL1.4.
郑南宁, 杨敏, 施建安, 葛晨阳, 肖瑞洁, 李永, 孙宏滨, 尹擎. 一种3:2下拉电影源视频的检测方法. 发明专利授权号: ZL8.X.

教学课程 - 孙宏滨本科生课程
电子与信息工程学院
自动化专业本科三年级
计算机原理与嵌入式系统（2018-2019学年第一学期）
学时/学分：32.0/2
上课时间：第1-16周，周二下午3、4节，周四上午3、4节
上课地点：主楼C-106
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教学目标：
该课程的目的是使学生了解嵌入式应用处理器、接口与系统程序、应用程序设计的基本原理与方法。通过本课程的学习，建立较全面的嵌入式计算机软硬件系统知识结构，培养学生具有嵌入式系统的软硬件设计与应用开发的能力。
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教材与参考书：
1Wayne Wolf著，李仁发等译，嵌入式计算机系统设计原理，机械工业出版社
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教学课件：
1 绪论 Intro.pdf
2 ARM指令系统(1) sun-arm isa1-w.pdf
NumSys.pdf

3 ARM指令系统(2) sun-arm isa2.pdf
实验一
第二章作业答案.pdf

4 ARM处理器组成结构(1) sun-arm arch1.pdf
5 ARM处理器组成结构(2) sun-arm arch2.pdf
6 基于总线的计算机系统 sun-computer bus.pdf
实验二实验二附件12 3 4

7 深入了解ARM sun-advanced topics.pdf
第三四章作业答案.pdf

8 程序设计与分析 sun-program1.pdf
sun-program2.pdf
sun-program3.pdf
第五章作业答案.pdf

9 进程和操作系统 sun-os1.pdf
sun-os2.pdf
sun-os3.pdf
Liu&Lay.pdf
第六章作业答案.pdf

10 uCOS-II Micrium-NXP-uCOS-II-Training.pdf
ucos与移植 by Kuizhi Mei.pdf

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第3版教材课后作业：
第二章 1 2 3 4 5 6 7 9
第三章 1, 2, 3, 4, 9, 10, 21, 22, 24, 25, 26, 27, 28, 31, 33, 36
第四章 1, 2, 4, 24, 28, 29,
第五章 2, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 22, 23
第六章 6, 9, 13, 14, 17, 18, 19, 21, 22
第3版教材课后作业答案（更新）
前四章作业答案、第五章作业、第六章作业答案
复习考试范围：
第一章 1.1 1.2 1.3 1.6
第二章 2.1 2.2 2.3 2.7
第三章 3.1 3.2 3.3 3.4 3.5 3.6 3.7 3.9
第四章 4.1 4.2 4.3 4.4 4.5 4.6 4.7 4.10
第五章 5.1 5.2 5.3 5.4 5.5 5.6 5.7 5.8 5.9 5.10 5.13
第六章 6.1 6.2 6.3 6.4 6.5 6.6 6.7 6.8 6.9 6.12
教材和作业答案错误更正：
1 教材117页例4-3 612000 --> **
2 作业3-28 c. 两路组相联，两组。答案 c、第二个表B Loop 的标记110
3 作业6-21 P2的CPU时间改为4
4 作业6-22 P4的CPU时间改为9
5 教材205页示例6-4 周期44之后开始有错误，顺序是P2、P1、P3、P3、P1、P2、P3、P1、P3、P2、P1、P3、P3、P1、P2
6 教材161页示例5-6高速缓存为256行直接映射高速缓存，而不是四路组相联。后面第2点，“对b[0][0]的访问使b[0][0]以及b[]前面的三个单元”
7 教材143页编译 = 翻译 + 优化
考试安排：2019-01-03(星期四) 08:30--11:00
答疑安排：待定

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研究生课程
软件学院集成电路人才培养基地
集成电路专业硕士一年级
信息专业方向硕士一年级
现代计算机体系结构（2012-2013学年第二学期）
学时/学分：40.0/2.0
上课时间：第11~19周周三第3、4节周五第1、2节
上课地点：兴庆校区中2-2210
------------------------------------------------------------------------------------------------------
教学目标：
本课程结合计算机与集成电路技术的的基础知识和新进展，系统地介绍现代计算机体系结构的原理、性能与量化分析方法。通过对本课程的学习，学生将能掌握计算机体系结构量化分析与性能设计的方法，并将他们掌握的数字集成电路设计知识应用到计算机体系结构的研究之中。
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教材与参考书：
1 John L.Hennessy and David A. Patterson, Computer Architecture: An Quantitative Approach (Fifth Edition), 机械工业出版社.
2 John L.Hennessy and David A. Patterson著，白跃彬译，计算机体系结构：量化研究方法（第4版），电子工业出版社。
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考试时间：2013年7月24日，10:00-12:00，中二2210
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教学课件：Acknowledgement to Prof. Krste Asanovic from UC Berkeley for providing the original slides.
1 Fundamentals of Quantitative Design and Analysis ppt: 01 - intro - I.pdf,
01 - intro - II.pdf
readings: Moore's Law.pdf

2 Pipelining: Basic and Intermediate Concepts ppt: 02 - pipeline basics.pdf
readings:

3 Review of Memory Hierachy ppt: 03 - review of mh.pdf
readings:

4 Memory Hierachy Design ppt: 04 - mh design.pdf
04 - virtual memory.pdf
readings:WRL-TN-14.pdf

5 Instruction-Level Parallelism and Its Exploitation ppt: 05 - ILP - I.pdf
05 - ILP - II.pdf
05 - Ref.rar
05 - Multithreading.pdf
readings:BP01, 02,
SMT01, 02, 03

6 高速缓存仿真实验 lab: cache_lab.pdf
res:www.simplescalar.com