嵌入式计算机视觉

1. Changfeng Sun, Jingwei Sun, Xuchong Zhang*, Yitong Li, Qicheng Bai and Hongbin Sun, Physical Strip Attack for Object Detection in Optical Remote Sensing. IEEE Transactions on Geoscience and Remote Sensing. https://doi.org/10.1109/TG RS.2024.3434430,2024.

2. Changfeng Sun, Xuchong Zhang*, Haoliang Han, and Hongbin Sun*. Targeted context attack for object detection. Neurocomputing, vol. 601 pp. 128208, https://doi.org/10.1016/j.neucom.2024.128208,2024.

3. Cheng Cheng, Wang Hang, Hongbin Sun*, et al. "CPNet: Continuity Preservation Network for infrared video colorization[J]." Computer Vision and Image Understanding, 2023, 237: 103816.
4. Zeyu Hao, Hang Wang, Xuchong Zhang, Yuhai Li, Hongbin Sun*, "Efficient multi-stage network with pixel-wise degradation prediction for real-time motion deblurring," Computer Vision and Image Understanding, Volume 233, 2023, 103693, ISSN 1077-3142, https://doi.org/10.1016/j.cviu.2023.103693.
5. Hang Wang, Zhenyu Ding, Cheng Cheng, Yuhai Li, Hongbin Sun*. "MDC-Net: Multi-Domain Constrained Kernel Estimation Network for Blind Image Super Resolution[J]." Computer Vision and Image Understanding, 2023. Accepted.
6. Xuchong Zhang, Han Zhai, Jiaxing Liu, Zhiping Wang, Hongbin Sun*. "Real-time infrared and visible image fusion network using adaptive pixel weighting strategy, " Information Fusion, vol. 99, pp.1-14, 2023. https://doi.org/10.1016/j.inffus. 2023.101863.
7. Xuchong Zhang, Yongli Zhao, Hang Wang, Han Zhai, Hongbin Sun*, Nanning Zheng. "End-to-end learning of self-rectification and self-supervised disparity prediction for stereo vision, " Neurocomputing, vol. 494, pp. 308-319, 2022.
8. He Dai, Xuchong Zhang, Yongli Zhao, Hongbin Sun*, Nanning Zheng. "Adaptive Disparity Candidates Prediction Network for Efficient Real-Time Stereo Matching, IEEE Transactions on Circuits and Systems for Video Technology, vol.32, no. 5, pp. 3099-3110, 2022.
9. Wenxuan Hou, Longjun Liu*, Haonan Zhang, Hongbin Sun, Nanning Zheng, "DFSNet: Dividing-Fuse Deep Neural Networks with Searching Strategy for Distributed DNN Architecture, " ELSEVIER Journal Neurocomputing, 2021, https://doi.org/10.1016/j.neucom.2021.08.144.
10. Anguo Zhu, Longjun Liu*, Wenxuan Hou, Hongbin Sun, Nanning Zheng, "HSC: Leveraging Horizontal Shortcut Connections for Improving Accuracy and Computational Efficiency of Lightweight CNN," ELSEVIER Journal Neurocomputing, vol. 457, pp. 141-154, 2021.
11. Haonan Zhang, Longjun Liu*, Hengyi Zhou, Hongbin Sun, Nanning Zheng, "CMD: Controllable Matrix Decomposition with Global Optimization for Deep Neural Network Compression, " Springer Journal Machine Learning, 2021,accept.
12. Chao Jing, Ping Wei*, Hongbin Sun, Nanning Zheng. "Spatiotemporal neural networks for action recognition based on joint loss,"Neural Computing and Applications (NCA), vol.32, no.9, pp.4293-4302, May 2020.
13. Ping Wei, Hongbin Sun*, Nanning Zheng. "Learning composite latent structures for 3D human action representation and recognition,"IEEE Transactions on Multimedia, vol. 21, no. 9, pp.2195-2208, Sep 2019.
14. Xiao Wang, Linhai Xu, Hongbin Sun, Jingmin Xin and Nanning Zheng. "On-road vehicle detection and tracking using MMW radar and monovision fusion," IEEE Transactions on Intelligent Transportation Systems, vol. 17, no. 7, pp. 2075-2084, Jul. 2016.

     智能芯片设计 

1. Baoting Li, Danqing Zhang, Pengfei Zhao, Hang Wang, Xuchong Zhang, Hongbin Sun*. Nanning Zheng , DQ-STP: An Efficient Sparse On-Device Training Processor Based on Low-Rank Decomposition and Quantization for DNN, " IEEE Transactions on Circuits and Systems I: Regular Papers ( Early Access ), vol. 71, pp. 1665-1678, https://doi.org/10.1109/TCSI.2024.3364093, 2024.
2. He Dai, Hang Wang, Xuchong Zhang, Hongbin Sun*. "Memory-Efficient Batch Normalization By One-Pass Computation for On-Device Training, " IEEE Transactions on Circuits and Systems II: Express Briefs, vol. 71,pp. 3186 – 3190, https://10.1109/TCSII.2024.3354738 , 2024.
3. Baoting Li, Hang Wang, Xuchong Zhang, Hongbin Sun*, et al. "Dynamic Dataflow Scheduling and Computation Mapping Techniques for Efficient Depthwise Separable Convolution Acceleration, " IEEE Transactions on Circuits and Systems-I: Regular Papers (TCAS-I), vol. 68, no. 8, pp. 3279-3292, August 2021.
4. Shaofei Yang, Longjun Liu, Yingxiang Li, Xinxin Li, Hongbin Sun*, and Nanning Zheng. "Lane Shared Bit-Pragmatic Deep Neural Network Computing Architecture and Circuit," IEEE Transactions on Circuits and Systems II-Express Briefs, vol.68, no.1, pp.486-490, Jul 2021.
5. 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, vol. 67, no. 2, pp.451-463, Feb 2020.
6. 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 for Video Technology, vol. 30, no. 11, pp.4390-4403, Nov 2020.
7. 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, vol. 27, no. 10, pp.2423-2433, Oct 2019.
8. 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.
9. Xuchong Zhang, Hongbin Sun*, Shiqiang Chen, Lin Song and Nanning Zheng. "NIPM-sWMF: Toward efficient FPGA design for high-definition large-disparity stereo matching,"IEEE Transactions on Circuits and Systems for Video Technology, vol. 29, no. 5, pp.1530-1543, May 2019.
10. 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.
11. 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.
12. 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, pp.705-709, Jun 2017.
13. 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.
14. Fujun Bai, Song Wang, Xuerong Jia, Yixin Guo, Bing Yu, Hang Wang, Cong Lai, Qiwei Ren, Hongbin Sun*. "A Low-Cost Reduced-Latency DRAM Architecture With Dynamic Reconfiguration of Row Decoder, " IEEE Transactions on Very Large Scale Integration (VLSI) Systems, vol. 31, no. 1, pp. 128-141,2023.
15. Minjie Lv, Hongbin Sun*, Jingmin Xin and Nanning Zheng. "Efficient repair analysis algorithm exploration for memory with redundancy and in-memory ECC, vol.70, no.5,pp 775-788"IEEE Transactions on Computers, May 2021.
16. 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, pp.820-833, May 2017.
17. 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.
18. 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.
19. 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.
20. 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.
21. 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.
22. 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.
23. 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.
24. 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.
25. 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.
26. 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.
27. 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.
28. 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.
29. 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.

    自主智能系统  

1. Weihuang Chen, Yuwei Chen, Shen'ao Wang, FanJie Kong, Xuchong Zhang, Hongbin Sun*, "Motion Planning using Feasible and Smooth Tree for Autonomous Driving," in IEEE Transactions on Vehicular Technology, doi: 10.1109/TVT.2023.3343694

2. Weihuang Chen, Yuwei Chen, Shen'ao Wang, FanJie Kong, Xuchong Zhang, Hongbin Sun*, "Motion Planning using Feasible and Smooth Tree for Autonomous Driving," in IEEE Transactions on Vehicular Technology, doi: 10.1109/TVT.2023.3343694
3. 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. 

     其他

1. Longjun Liu, Hongbin Sun*, Chao Li, Tao Li, Jingmin Xin, and Nanning Zheng. "Exploring highly dependable and efficient datacenter power system using hybrid and hierarchical energy buffers,"IEEE Transactions on Sustainable Computing, Dec 2018.
2. 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, vol. 29, no. 12, pp.2798-2813, Dec 2018.
3. 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, pp.3521-3536, Dec 2017.
4. 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.
5. 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)