嵌入式计算机视觉

1. Cheng Cheng, Lin Song, Ruoyi Xue, Hang Wang, Hongbin Sun*, "Meta-Adapter: An Online Few-shot Learner for Vision-Language Model," NeurIPS 2023.
2. Jinrong Yang, Lin Song, Songtao Liu, Weixin Mao, Zeming Li, Xiaoping Li, Hongbin Sun*, Jian Sun, Nanning Zheng. "Dbq-ssd: Dynamic Ball Query for Efficient 3D Object Detection." ICLR 2023.
3. Xuchong Zhang, Chong Min, Yijie Jia, Hongbin Sun*, et al."Boosting Lidar 3D Object Detection with Point Cloud Semantic Segmentation[C]. "IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2023.
4. Lin Song, Songyang Zhang, Songtao Liu, Zeming Li, Xuming He, Hongbin Sun*, Jian Sun, Nanning Zheng, Dynamic Grained Encoder for Vision Transformers, 35th Conference on Neural Information Processing Systems (NeurIPS), Sydney, Australia, 2021.
5. Haonan Zhang, Longjun Liu*, Hengyi Zhou, Wenxuan Hou, Hongbin Sun, Nanning Zheng, AKECP : Adaptive Knowledge Extraction from Feature Maps for Fast and Efficient Channel Pruning, 29th ACM International Conference on Multimedia (ACM MM), Virtual Event, China, 2021:648-657, DOI 10.1145/3474085.3475228.
6. Wenxuan Hou, Longjun Liu,*, Jinxia Gao*, Anguo Zhu, Keyang Pan, Hongbin Sun, Nanning Zheng, Exploring Effective DNN Models for Forensic Age Estimation based on Panoramic Radiograph Images , International Joint Conference on Neural Networks (IJCNN), Shenzhen, China , 2021, DOI: 10.1109/IJCNN52387.2021.9533672.
7. Hang Wang*, Cheng Cheng, Zeyu Hao, and Hongbin Sun, High Quality Far Infrared Image Colorization Based on Generative Adversarial Network, 2021 IEEE Asia Pacific Conference on Circuit and Systems, Penang, Malaysia, 2021-11-22至2021-11-26.
8. Lin Song, Yanwei Li, Zhengkai Jiang, Zeming Li, Xiangyu Zhang, Hongbin Sun*, Jian Sun, Nanning Zheng. "Rethinking Learnable Tree Filter for Generic Feature Transform," Advances in Neural Information Processing Systems (NeurIPS), Dec. 2020.
9. Lin Song, Yanwei Li, Zhengkai Jiang, Zeming Li, Hongbin Sun*, Jian Sun, Nanning Zheng. "Fine-Grained Dynamic Head for Object Detection," Advances in Neural Information Processing Systems (NeurIPS), Dec. 2020.
10. Lin 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.
11. 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.
12. 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.
13. 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.
14. 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.
15. 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.
16. 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.

    智能芯片设计

1. Danqing Zhang, Baoting Li, Hang Wang*, Hongbin Sun et al., An Efficient Sparse-Aware Summation Optimization Strategy for DNN Accelerator[C]. IEEE International Symposium on Circuits and Systems (ISCAS), 2024.
2. Shaofei Yang, Longjun Liu*, Baoting Li, Hongbin Sun and Nanning Zheng. “Exploiting Variable Precision Computation Array for Scalable Neural Network Accelerators,” IEEE International Conference on Artificial Intelligence Circuits and Systems, Mar 2020.
3. Baoting Li, Longjun Liu*, Yanming Jin, Peng Gao, Hongbin Sun, Nanning Zheng. "Designing Efficient Shortcut Architecture for Improving the Accuracy of Fully Quantized Neural Networks Accelerator," IEEE Asia and South Pacific Design Automation Conference (ASP-DAC), Jan 2020.
4. 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.
5. 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.
6. 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.
7. 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.
8. 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.
9. 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.
10. 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.
11. 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).
12. 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.

自主智能系统

1. Ningnan Wang, Weihuang Chen, Liming Chen, Haoxuan Ji, Zhongyu Guo, Xuchong Zhang And Hongbin Sun, "Expand Your SCOPE: Semantic Cognition over Potential-Based Exploration for Embodied Visual Navigation, " In Proceedings of the  AAAI conference on artificial intelligence (AAAI), 2026.

2. Fanjie Kong, Yitong Li, Weihuang Chen, Chen Min, Yizhe Li, Zhiqiang Gao, Haoyang Li, Zhongyu Guo and Hongbin Sun, "VLR-Driver: Large Vision-Language-Reasoning Models for Embodied Autonomous Driving," Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2025.

3. Song Guo, Shen'ao Wang, Junjie He, Liming Chen, Hang Wang*,  Hongbin Sun et al., Mars Planner: Improved Batch Spatio-Temporal Path Planning for Multi-Ackerman Robotic Systems[C]. IEEE International Conference on Intelligent Transportation Systems (ITSC), 2024.
4. Weihuang Chen, Fang Zheng, Liushuai Shi, Yongdong Zhu, Hongbin Sun*, Nanning Zheng. "Multiple Goals Network for Pedestrian Trajectory Prediction in Autonomous Driving[C]." IEEE 25th International Conference on Intelligent Transportation Systems (ITSC), 2022: 717--722.
5. Weihuang Chen, Fangfang Wang, Hongbin Sun*, S2TNet: Spatio-Temporal Transformer Networks for Trajectory Prediction in Autonomous Driving, Proceedings of The 13th Asian Conference on Machine Learning, PMLR, Virtual Event, China, 2021: 157:454-469.
6. Cheng Li, Weihuang Chen, Xinkai Luo, Fangfang Wang*, Jingmin Zhang, Yanlong Yang and Hongbin Sun, Optimal Preview Distance Control Using Model Prediction for Autonomous Vehicle, the 5th CAA International Conference on Vehicular Control and Intelligence, CVCI, Virtual Event, China, 2021.
7. Chenglong Qian, Zhaohong Xiang, Zhuoran Wu and Hongbin Sun*, RF-LIO: Removal-First Tightly-coupled Lidar Inertial Odometry in High Dynamic Environments, the IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS, Virtual Event, China, 2021.
8. 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.
9. 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.

    其他

1. 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.
2. 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.
3. 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.
4. 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.
5. 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)
6. 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.
7. Qiubo Chen, Hengyu Zhao, Hongbin Sun*, Nanning Zheng. "Exploiting bit-depth scaling for quality-scalable energy efficient display processing," Proceedings of IEEE International Symposium on Circuits and Systems (ISCAS), May 2015.
8. 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.
9. 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.
10. 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.
11. 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.
12. 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.
13. 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.
14. Hongbin Sun*, Fengwei Zhang and Nanning Zheng. "An edge-based adaptive image interpolation and its VLSI architecture," Proceedings of  the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Oct 2012.
15. 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.
16. 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), Jun 2011 (Best Paper Award).
17. 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.
18. 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.
19. 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), Mar 2009.
20. 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), Oct 2008.
21. 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), Oct 2008.
22. 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), Apr 2008.
23. Longjun Liu, Hongbin Sun*, Peng Gao; Nanning Zheng; Tao Li ; REcache: Efficient sustainable energy management circuits and policies for computing systems, IEEE International Symposium on Circuits and Systems, Sapporo, Japan, 2019-5-26至2019-5-29.
24. 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.
25. 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.
26. 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.
27. 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.