ReNeg: Learning Negative Embedding with Reward Guidance.

Zhongdao Wang https://orcid.org/0000-0002-4483-8783 Xiaomin Li 0001 Yixuan Liu 0004 Takashi Isobe Xu Jia 0012 Qinpeng Cui Dong Zhou 0003 Dong Li 0025 You He 0002 Huchuan Lu Zhongdao Wang Emad Barsoum ReNeg: Learning Negative Embedding with Reward Guidance. 23636-23645 2025 CVPR https://openaccess.thecvf.com/content/CVPR2025/html/Li_ReNeg_Learning_Negative_Embedding_with_Reward_Guidance_CVPR_2025_paper.html https://doi.org/10.1109/CVPR52734.2025.02201 conf/cvpr/2025 db/conf/cvpr/cvpr2025.html#Li0IJC0LHLWB25 Mingkang Zhu Xi Chen 0119 Zhongdao Wang Bei Yu 0001 Hengshuang Zhao Jiaya Jia Enhancing LLM Knowledge Learning through Generalization. EMNLP (Findings) 2025 8842-8855 conf/emnlp/2025f https://aclanthology.org/2025.findings-emnlp.469/ db/conf/emnlp/emnlp2025f.html#ZhuCWYZJ25 streams/conf/emnlp Mingkang Zhu Xi Chen 0119 Zhongdao Wang Bei Yu 0001 Hengshuang Zhao Jiaya Jia TGDPO: Harnessing Token-Level Reward Guidance for Enhancing Direct Preference Optimization. 2025 ICML https://proceedings.mlr.press/v267/zhu25c.html https://openreview.net/forum?id=TKHWvyzR1t conf/icml/2025 db/conf/icml/icml2025.html#ZhuCW0ZJ25 Jilai Zheng Pin Tang Xiangxuan Ren Zhongdao Wang Chao Ma 0004 Bi-Stream Knowledge Transfer for Semi-Supervised 3D Point Cloud Object Detection. 2748-2755 2025 ICRA https://doi.org/10.1109/ICRA55743.2025.11127349 conf/icra/2025 db/conf/icra/icra2025.html#ZhengTRWM25 streams/conf/icra Jianhao Li Tianyu Sun Xueqian Zhang Zhongdao Wang Bailan Feng Ke Xu 0001 Efficient 3D Perception on Multi-Sweep Point Cloud with Gumbel Spatial Pruning. 15726-15732 2025 ICRA https://doi.org/10.1109/ICRA55743.2025.11127669 conf/icra/2025 db/conf/icra/icra2025.html#LiSZWFX25 streams/conf/icra Song Wang 0019 Zhongdao Wang Jiawei Yu Wentong Li 0001 Bailan Feng Junbo Chen Jianke Zhu Reliable and Calibrated Semantic Occupancy Prediction by Hybrid Uncertainty Learning. 1973-1981 2025 IJCAI https://doi.org/10.24963/ijcai.2025/220 conf/ijcai/2025 db/conf/ijcai/ijcai2025.html#WangWY0FCZ25

Zhi-Lin Huang Yixuan Liu 0004 Chujun Qin Zhongdao Wang Dong Zhou 0003 Dong Li 0025 Emad Barsoum Edit as You See: Image-guided Video Editing via Masked Motion Modeling. 2025 January abs/2501.04325 CoRR https://doi.org/10.48550/arXiv.2501.04325 db/journals/corr/corr2501.html#abs-2501-04325 streams/journals/corr

Mingkang Zhu Xi Chen 0119 Zhongdao Wang Bei Yu 0001 Hengshuang Zhao Jiaya Jia Effective LLM Knowledge Learning via Model Generalization. 2025 March abs/2503.03705 CoRR https://doi.org/10.48550/arXiv.2503.03705 db/journals/corr/corr2503.html#abs-2503-03705 streams/journals/corr

Mingkang Zhu Xi Chen 0119 Zhongdao Wang Bei Yu 0001 Hengshuang Zhao Jiaya Jia Modular Customization of Diffusion Models via Blockwise-Parameterized Low-Rank Adaptation. 2025 March abs/2503.08575 CoRR https://doi.org/10.48550/arXiv.2503.08575 db/journals/corr/corr2503.html#abs-2503-08575 streams/journals/corr

Jingjing Ren Wenbo Li 0002 Zhongdao Wang Haoze Sun Bangzhen Liu Haoyu Chen 0003 Jiaqi Xu Aoxue Li Shifeng Zhang Bin Shao Yong Guo Lei Zhu 0003 Turbo2K: Towards Ultra-Efficient and High-Quality 2K Video Synthesis. 2025 April abs/2504.14470 CoRR https://doi.org/10.48550/arXiv.2504.14470 db/journals/corr/corr2504.html#abs-2504-14470 streams/journals/corr

Mingkang Zhu Xi Chen 0119 Zhongdao Wang Bei Yu 0001 Hengshuang Zhao Jiaya Jia TGDPO: Harnessing Token-Level Reward Guidance for Enhancing Direct Preference Optimization. 2025 June abs/2506.14574 CoRR https://doi.org/10.48550/arXiv.2506.14574 db/journals/corr/corr2506.html#abs-2506-14574 streams/journals/corr

Yunlong Lin Zixu Lin Kunjie Lin Jinbin Bai Panwang Pan Chenxin Li Haoyu Chen 0003 Zhongdao Wang Xinghao Ding Wenbo Li 0002 Shuicheng Yan JarvisArt: Liberating Human Artistic Creativity via an Intelligent Photo Retouching Agent. 2025 June abs/2506.17612 CoRR https://doi.org/10.48550/arXiv.2506.17612 db/journals/corr/corr2506.html#abs-2506-17612 streams/journals/corr

Zhongdao Wang Guodongfang Zhao Jingjing Ren Bailan Feng Shifeng Zhang Wenbo Li 0002 TurboVSR: Fantastic Video Upscalers and Where to Find Them. 2025 June abs/2506.23618 CoRR https://doi.org/10.48550/arXiv.2506.23618 db/journals/corr/corr2506.html#abs-2506-23618 streams/journals/corr

Xiangxuan Ren Zhongdao Wang Liping Hou Pin Tang Guoqing Wang Chao Ma 0004 Grounding Everything in Tokens for Multimodal Large Language Models. 2025 December abs/2512.10554 CoRR https://doi.org/10.48550/arXiv.2512.10554 db/journals/corr/corr2512.html#abs-2512-10554 streams/journals/corr

Xiangxuan Ren Zhongdao Wang Pin Tang Guoqing Wang Jilai Zheng Chao Ma 0004 LiteFusion: Taming 3D Object Detectors from Vision-Based to Multi-Modal with Minimal Adaptation. 2025 December abs/2512.20217 CoRR https://doi.org/10.48550/arXiv.2512.20217 db/journals/corr/corr2512.html#abs-2512-20217 streams/journals/corr

Pin Tang Zhongdao Wang Guoqing Wang Jilai Zheng Xiangxuan Ren Bailan Feng Chao Ma 0004 SparseOcc: Rethinking Sparse Latent Representation for Vision-Based Semantic Occupancy Prediction. 15035-15044 2024 CVPR https://doi.org/10.1109/CVPR52733.2024.01424 conf/cvpr/2024 db/conf/cvpr/cvpr2024.html#TangWWZRF024 Fei Xie Zhongdao Wang Chao Ma 0004 DiffusionTrack: Point Set Diffusion Model for Visual Object Tracking. 19113-19124 2024 CVPR https://doi.org/10.1109/CVPR52733.2024.01808 conf/cvpr/2024 db/conf/cvpr/cvpr2024.html#XieWM24 Junsong Chen Chongjian Ge Enze Xie Yue Wu 0002 Lewei Yao Xiaozhe Ren Zhongdao Wang Ping Luo 0002 Huchuan Lu Zhenguo Li PIXART-Σ: Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image Generation. 74-91 2024 ECCV (32) https://doi.org/10.1007/978-3-031-73411-3_5 conf/eccv/2024-32 db/conf/eccv/eccv2024-32.html#ChenGXWYRWLLL24 streams/conf/eccv Jilai Zheng Pin Tang Zhongdao Wang Guoqing Wang Xiangxuan Ren Bailan Feng Chao Ma 0004 VEON: Vocabulary-Enhanced Occupancy Prediction. 92-108 2024 ECCV (54) https://doi.org/10.1007/978-3-031-72949-2_6 conf/eccv/2024-54 db/conf/eccv/eccv2024-54.html#ZhengTWWRFM24 streams/conf/eccv Guoqing Wang Zhongdao Wang Pin Tang Jilai Zheng Xiangxuan Ren Bailan Feng Chao Ma 0004 OccGen: Generative Multi-modal 3D Occupancy Prediction for Autonomous Driving. 95-112 2024 ECCV (20) https://doi.org/10.1007/978-3-031-72661-3_6 conf/eccv/2024-20 db/conf/eccv/eccv2024-20.html#WangWTZRFM24 streams/conf/eccv Mingkang Zhu Xi Chen 0119 Zhongdao Wang Hengshuang Zhao Jiaya Jia LogoSticker: Inserting Logos Into Diffusion Models for Customized Generation. 363-378 2024 ECCV (60) https://doi.org/10.1007/978-3-031-73027-6_21 conf/eccv/2024-60 db/conf/eccv/eccv2024-60.html#ZhuCWZJ24 streams/conf/eccv Jianhao Li Tianyu Sun Zhongdao Wang Enze Xie Bailan Feng Hongbo Zhang Ze Yuan Ke Xu 0001 Jiaheng Liu Ping Luo 0002 Segment, Lift and Fit: Automatic 3D Shape Labeling from 2D Prompts. 407-423 2024 ECCV (84) https://doi.org/10.1007/978-3-031-72907-2_24 conf/eccv/2024-84 db/conf/eccv/eccv2024-84.html#LiSWXFZYXLL24 streams/conf/eccv Junsong Chen Jincheng Yu Chongjian Ge Lewei Yao Enze Xie Zhongdao Wang James T. Kwok Ping Luo 0002 Huchuan Lu Zhenguo Li PixArt-α: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis. 2024 ICLR https://openreview.net/forum?id=eAKmQPe3m1 conf/iclr/2024 db/conf/iclr/iclr2024.html#ChenYGYXWK0LL24 Qinpeng Cui Yixuan Liu 0004 Xinyi Zhang 0008 Qiqi Bao 0001 Qingmin Liao liwang Amd Lu Tian Zicheng Liu Zhongdao Wang Emad Barsoum Taming Diffusion Prior for Image Super-Resolution with Domain Shift SDEs. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/4b4d25dc0c52d3cf43d5b203cdfdf241-Abstract-Conference.html conf/nips/2024 db/conf/nips/neurips2024.html#CuiLZBLATLWB24 Fei Xie Weijia Zhang Zhongdao Wang Chao Ma 0004 QuadMamba: Learning Quadtree-based Selective Scan for Visual State Space Model. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/d592bfaedf2f0861d7084cceba208d18-Abstract-Conference.html conf/nips/2024 db/conf/nips/neurips2024.html#XieZWM24

Zhenyu Wang Enze Xie Aoxue Li Zhongdao Wang Xihui Liu Zhenguo Li Divide and Conquer: Language Models can Plan and Self-Correct for Compositional Text-to-Image Generation. 2024 abs/2401.15688 CoRR https://doi.org/10.48550/arXiv.2401.15688 db/journals/corr/corr2401.html#abs-2401-15688

Junsong Chen Chongjian Ge Enze Xie Yue Wu 0002 Lewei Yao Xiaozhe Ren Zhongdao Wang Ping Luo 0002 Huchuan Lu Zhenguo Li PixArt-Σ: Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image Generation. 2024 abs/2403.04692 CoRR https://doi.org/10.48550/arXiv.2403.04692 db/journals/corr/corr2403.html#abs-2403-04692

Hao Shi 0004 Song Wang 0019 Jiaming Zhang 0001 Xiaoting Yin Zhongdao Wang Zhijian Zhao Guangming Wang 0001 Jianke Zhu Kailun Yang 0001 Kaiwei Wang OccFiner: Offboard Occupancy Refinement with Hybrid Propagation. 2024 abs/2403.08504 CoRR https://doi.org/10.48550/arXiv.2403.08504 db/journals/corr/corr2403.html#abs-2403-08504

Guoqing Wang Zhongdao Wang Pin Tang Jilai Zheng Xiangxuan Ren Bailan Feng Chao Ma 0004 OccGen: Generative Multi-modal 3D Occupancy Prediction for Autonomous Driving. 2024 abs/2404.15014 CoRR https://doi.org/10.48550/arXiv.2404.15014 db/journals/corr/corr2404.html#abs-2404-15014

Jianhao Li Tianyu Sun Zhongdao Wang Enze Xie Bailan Feng Hongbo Zhang Ze Yuan Ke Xu 0001 Jiaheng Liu Ping Luo 0002 Segment, Lift and Fit: Automatic 3D Shape Labeling from 2D Prompts. 2024 abs/2407.11382 CoRR https://doi.org/10.48550/arXiv.2407.11382 db/journals/corr/corr2407.html#abs-2407-11382 streams/journals/corr

Jilai Zheng Pin Tang Zhongdao Wang Guoqing Wang Xiangxuan Ren Bailan Feng Chao Ma 0004 VEON: Vocabulary-Enhanced Occupancy Prediction. 2024 abs/2407.12294 CoRR https://doi.org/10.48550/arXiv.2407.12294 db/journals/corr/corr2407.html#abs-2407-12294 streams/journals/corr

Mingkang Zhu Xi Chen 0119 Zhongdao Wang Hengshuang Zhao Jiaya Jia LogoSticker: Inserting Logos into Diffusion Models for Customized Generation. 2024 abs/2407.13752 CoRR https://doi.org/10.48550/arXiv.2407.13752 db/journals/corr/corr2407.html#abs-2407-13752 streams/journals/corr

Qinpeng Cui Yixuan Liu 0004 Xinyi Zhang 0008 Qiqi Bao 0001 Qingmin Liao Li Wang Tian Lu Zicheng Liu Zhongdao Wang Emad Barsoum Taming Diffusion Prior for Image Super-Resolution with Domain Shift SDEs. 2024 abs/2409.17778 CoRR https://doi.org/10.48550/arXiv.2409.17778 db/journals/corr/corr2409.html#abs-2409-17778 streams/journals/corr

Song Wang 0019 Zhongdao Wang Jiawei Yu Wentong Li 0001 Bailan Feng Junbo Chen Jianke Zhu ReliOcc: Towards Reliable Semantic Occupancy Prediction via Uncertainty Learning. 2024 abs/2409.18026 CoRR https://doi.org/10.48550/arXiv.2409.18026 db/journals/corr/corr2409.html#abs-2409-18026 streams/journals/corr

Fei Xie Weijia Zhang Zhongdao Wang Chao Ma 0004 QuadMamba: Learning Quadtree-based Selective Scan for Visual State Space Model. 2024 abs/2410.06806 CoRR https://doi.org/10.48550/arXiv.2410.06806 db/journals/corr/corr2410.html#abs-2410-06806 streams/journals/corr

Jianhao Li Tianyu Sun Xueqian Zhang Zhongdao Wang Bailan Feng Hengshuang Zhao Efficient 3D Perception on Multi-Sweep Point Cloud with Gumbel Spatial Pruning. 2024 abs/2411.07742 CoRR https://doi.org/10.48550/arXiv.2411.07742 db/journals/corr/corr2411.html#abs-2411-07742 streams/journals/corr

Xiaomin Li 0001 Yixuan Liu 0004 Takashi Isobe Xu Jia 0012 Qinpeng Cui Dong Zhou 0003 Dong Li 0025 You He 0002 Huchuan Lu Zhongdao Wang Emad Barsoum ReNeg: Learning Negative Embedding with Reward Guidance. 2024 abs/2412.19637 CoRR https://doi.org/10.48550/arXiv.2412.19637 db/journals/corr/corr2412.html#abs-2412-19637 streams/journals/corr

Yuchi Liu Zhongdao Wang Xiangxin Zhou Liang Zheng 0001 A Study of Using Synthetic Data for Effective Association Knowledge Learning. 194-206 2023 April 20 Mach. Intell. Res. 2 https://doi.org/10.1007/s11633-022-1380-x db/journals/ijautcomp/ijautcomp20.html#LiuWZZ23

Chongjian Ge Junsong Chen Enze Xie Zhongdao Wang Lanqing Hong Huchuan Lu Zhenguo Li Ping Luo 0002 MetaBEV: Solving Sensor Failures for 3D Detection and Map Segmentation. 8687-8697 2023 ICCV https://doi.org/10.1109/ICCV51070.2023.00801 conf/iccv/2023 db/conf/iccv/iccv2023.html#GeCXWHLLL23 Zhaopeng Dou Zhongdao Wang Yali Li 0001 Shengjin Wang Identity-Seeking Self-Supervised Representation Learning for Generalizable Person Re-identification. 15801-15812 2023 ICCV https://doi.org/10.1109/ICCV51070.2023.01452 conf/iccv/2023 db/conf/iccv/iccv2023.html#DouW0W23

Chongjian Ge Junsong Chen Enze Xie Zhongdao Wang Lanqing Hong Huchuan Lu Zhenguo Li Ping Luo 0002 MetaBEV: Solving Sensor Failures for BEV Detection and Map Segmentation. 2023 abs/2304.09801 CoRR https://doi.org/10.48550/arXiv.2304.09801 db/journals/corr/corr2304.html#abs-2304-09801

Zhaopeng Dou Zhongdao Wang Yali Li 0001 Shengjin Wang Identity-Seeking Self-Supervised Representation Learning for Generalizable Person Re-identification. 2023 abs/2308.08887 CoRR https://doi.org/10.48550/arXiv.2308.08887 db/journals/corr/corr2308.html#abs-2308-08887

Junsong Chen Jincheng Yu Chongjian Ge Lewei Yao Enze Xie Yue Wu 0002 Zhongdao Wang James T. Kwok Ping Luo 0002 Huchuan Lu Zhenguo Li PixArt-α: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis. 2023 abs/2310.00426 CoRR https://doi.org/10.48550/arXiv.2310.00426 db/journals/corr/corr2310.html#abs-2310-00426

Yunzhong Hou Zhongdao Wang Shengjin Wang Liang Zheng 0001 Adaptive Affinity for Associations in Multi-Target Multi-Camera Tracking. 612-622 2022 31 IEEE Trans. Image Process. https://doi.org/10.1109/TIP.2021.3131936 db/journals/tip/tip31.html#HouWWZ22

Yuchi Liu Zhongdao Wang Tom Gedeon Liang Zheng 0001 How to Synthesize a Large-Scale and Trainable Micro-Expression Dataset? 38-55 2022 ECCV (8) https://doi.org/10.1007/978-3-031-20074-8_3 conf/eccv/2022-8 db/conf/eccv/eccv2022-8.html#LiuWGZ22 Zhaopeng Dou Zhongdao Wang Weihua Chen Yali Li 0001 Shengjin Wang Reliability-Aware Prediction via Uncertainty Learning for Person Image Retrieval. 588-605 2022 ECCV (14) https://doi.org/10.1007/978-3-031-19781-9_34 conf/eccv/2022-14 db/conf/eccv/eccv2022-14.html#DouWCLW22 Zhaopeng Dou Zhongdao Wang Yali Li 0001 Shengjin Wang Progressive-Granularity Retrieval Via Hierarchical Feature Alignment for Person Re-Identification. 2714-2718 2022 ICASSP https://doi.org/10.1109/ICASSP43922.2022.9747234 conf/icassp/2022 db/conf/icassp/icassp2022.html#DouWLW22 Xin Liu Zhongdao Wang Yali Li 0001 Shengjin Wang Self-Supervised Learning via Maximum Entropy Coding. 2022 conf/nips/2022 NeurIPS http://papers.nips.cc/paper_files/paper/2022/hash/dc709714c52b35f2f34aca2a92b06bc8-Abstract-Conference.html db/conf/nips/neurips2022.html#LiuWLW22

Xin Liu Zhongdao Wang Yali Li 0001 Shengjin Wang Self-Supervised Learning via Maximum Entropy Coding. 2022 abs/2210.11464 CoRR https://doi.org/10.48550/arXiv.2210.11464 db/journals/corr/corr2210.html#abs-2210-11464

Zhaopeng Dou Zhongdao Wang Weihua Chen Yali Li 0001 Shengjin Wang Reliability-Aware Prediction via Uncertainty Learning for Person Image Retrieval. 2022 abs/2210.13440 CoRR https://doi.org/10.48550/arXiv.2210.13440 db/journals/corr/corr2210.html#abs-2210-13440

Zhongdao Wang Zhaopeng Dou Jingwei Zhang Liang Zheng 0001 Yifan Sun 0003 Yali Li 0001 Shengjin Wang Generalizable Re-Identification from Videos with Cycle Association. 2022 abs/2211.03663 CoRR https://doi.org/10.48550/arXiv.2211.03663 db/journals/corr/corr2211.html#abs-2211-03663

Zhongdao Wang Hengshuang Zhao Ya-Li Li 0001 Shengjin Wang Philip H. S. Torr Luca Bertinetto Do Different Tracking Tasks Require Different Appearance Models? 726-738 2021 NeurIPS https://proceedings.neurips.cc/paper/2021/hash/06997f04a7db92466a2baa6ebc8b872d-Abstract.html conf/nips/2021 db/conf/nips/neurips2021.html#WangZLWTB21

Yuchi Liu Zhongdao Wang Xiangxin Zhou Liang Zheng 0001 Synthetic Data Are as Good as the Real for Association Knowledge Learning in Multi-object Tracking. 2021 abs/2106.16100 CoRR https://arxiv.org/abs/2106.16100 db/journals/corr/corr2106.html#abs-2106-16100

Zhongdao Wang Hengshuang Zhao Ya-Li Li 0001 Shengjin Wang Philip H. S. Torr Luca Bertinetto Do Different Tracking Tasks Require Different Appearance Models? 2021 abs/2107.02156 CoRR https://arxiv.org/abs/2107.02156 db/journals/corr/corr2107.html#abs-2107-02156

Yuchi Liu Zhongdao Wang Tom Gedeon Liang Zheng 0001 Action Units That Constitute Trainable Micro-expressions (and A Large-scale Synthetic Dataset). 2021 abs/2112.01730 CoRR https://arxiv.org/abs/2112.01730 db/journals/corr/corr2112.html#abs-2112-01730

Yunzhong Hou Zhongdao Wang Shengjin Wang Liang Zheng 0001 Adaptive Affinity for Associations in Multi-Target Multi-Camera Tracking. 2021 abs/2112.07664 CoRR https://arxiv.org/abs/2112.07664 db/journals/corr/corr2112.html#abs-2112-07664

Jingwei Zhang Zhongdao Wang Yali Li 0001 Shengjin Wang Node-Adaptive Multi-Graph Fusion Using Extreme Value Theory. 351-355 2020 27 IEEE Signal Process. Lett. https://doi.org/10.1109/LSP.2020.2970811 db/journals/spl/spl27.html#ZhangWLW20

Lanqing He Zhongdao Wang Yali Li 0001 Shengjin Wang Softmax Dissection: Towards Understanding Intra- and Inter-Class Objective for Embedding Learning. 10957-10964 2020 AAAI https://doi.org/10.1609/aaai.v34i07.6729 conf/aaai/2020 db/conf/aaai/aaai2020.html#HeW0W20 Yifan Sun 0003 Changmao Cheng Yuhan Zhang 0004 Chi Zhang 0026 Liang Zheng 0001 Zhongdao Wang Yichen Wei Circle Loss: A Unified Perspective of Pair Similarity Optimization. 6397-6406 2020 CVPR https://openaccess.thecvf.com/content_CVPR_2020/html/Sun_Circle_Loss_A_Unified_Perspective_of_Pair_Similarity_Optimization_CVPR_2020_paper.html https://doi.org/10.1109/CVPR42600.2020.00643 conf/cvpr/2020 db/conf/cvpr/cvpr2020.html#SunCZZZWW20 Zhongdao Wang Jingwei Zhang Liang Zheng 0001 Yixuan Liu 0004 Yifan Sun 0003 Yali Li 0001 Shengjin Wang CycAs: Self-supervised Cycle Association for Learning Re-identifiable Descriptions. 72-88 2020 ECCV (11) https://doi.org/10.1007/978-3-030-58621-8_5 conf/eccv/2020-11 db/conf/eccv/eccv2020-11.html#WangZZLSLW20 Zhongdao Wang Liang Zheng 0001 Yixuan Liu 0004 Yali Li 0001 Shengjin Wang Towards Real-Time Multi-Object Tracking. 107-122 2020 ECCV (11) https://doi.org/10.1007/978-3-030-58621-8_7 conf/eccv/2020-11 db/conf/eccv/eccv2020-11.html#WangZLLW20

Yifan Sun 0003 Changmao Cheng Yuhan Zhang 0004 Chi Zhang 0026 Liang Zheng 0001 Zhongdao Wang Yichen Wei Circle Loss: A Unified Perspective of Pair Similarity Optimization. 2020 abs/2002.10857 CoRR https://arxiv.org/abs/2002.10857 db/journals/corr/corr2002.html#abs-2002-10857

Zhongdao Wang Jingwei Zhang Liang Zheng 0001 Yixuan Liu 0004 Yifan Sun 0003 Yali Li 0001 Shengjin Wang CycAs: Self-supervised Cycle Association for Learning Re-identifiable Descriptions. 2020 abs/2007.07577 CoRR https://arxiv.org/abs/2007.07577 db/journals/corr/corr2007.html#abs-2007-07577

Zhongdao Wang Liang Zheng 0001 Yali Li 0001 Shengjin Wang Linkage Based Face Clustering via Graph Convolution Network. 1117-1125 2019 CVPR http://openaccess.thecvf.com/content_CVPR_2019/html/Wang_Linkage_Based_Face_Clustering_via_Graph_Convolution_Network_CVPR_2019_paper.html https://doi.org/10.1109/CVPR.2019.00121 conf/cvpr/2019 db/conf/cvpr/cvpr2019.html#Wang0LW19

Zhongdao Wang Liang Zheng 0001 Yali Li 0001 Shengjin Wang Linkage Based Face Clustering via Graph Convolution Network. 2019 abs/1903.11306 CoRR http://arxiv.org/abs/1903.11306 db/journals/corr/corr1903.html#abs-1903-11306

Lanqing He Zhongdao Wang Yali Li 0001 Shengjin Wang Softmax Dissection: Towards Understanding Intra- and Inter-clas Objective for Embedding Learning. 2019 abs/1908.01281 CoRR http://arxiv.org/abs/1908.01281 db/journals/corr/corr1908.html#abs-1908-01281

Zhongdao Wang Liang Zheng 0001 Yixuan Liu 0004 Shengjin Wang Towards Real-Time Multi-Object Tracking. 2019 abs/1909.12605 CoRR http://arxiv.org/abs/1909.12605 db/journals/corr/corr1909.html#abs-1909-12605

Yunzhong Hou Liang Zheng 0001 Zhongdao Wang Shengjin Wang Locality Aware Appearance Metric for Multi-Target Multi-Camera Tracking. 2019 abs/1911.12037 CoRR http://arxiv.org/abs/1911.12037 db/journals/corr/corr1911.html#abs-1911-12037

Zhongdao Wang Liang Zheng 0001 Shengjin Wang Query Adaptive Late Fusion for Image Retrieval. 2018 abs/1810.13103 CoRR http://arxiv.org/abs/1810.13103 db/journals/corr/corr1810.html#abs-1810-13103

Zhongdao Wang Luming Tang Xihui Liu Zhuliang Yao Shuai Yi Jing Shao Junjie Yan Shengjin Wang Hongsheng Li 0001 Xiaogang Wang 0001 Orientation Invariant Feature Embedding and Spatial Temporal Regularization for Vehicle Re-identification. 379-387 2017 ICCV https://doi.org/10.1109/ICCV.2017.49 https://doi.ieeecomputersociety.org/10.1109/ICCV.2017.49 conf/iccv/2017 db/conf/iccv/iccv2017.html#WangTLYYSYWLW17 liwang Amd Jinbin Bai Qiqi Bao 0001 Emad Barsoum Luca Bertinetto Haoyu Chen 0003 Junbo Chen Junsong Chen Weihua Chen Xi Chen 0119 Changmao Cheng Qinpeng Cui Xinghao Ding Zhaopeng Dou Bailan Feng Chongjian Ge Tom Gedeon Yong Guo Lanqing He You He 0002 Lanqing Hong Liping Hou Yunzhong Hou Zhi-Lin Huang Takashi Isobe Jiaya Jia Xu Jia 0012 James T. Kwok Aoxue Li Chenxin Li Dong Li 0025 Hongsheng Li 0001 Jianhao Li Wenbo Li 0002 Wentong Li 0001 Xiaomin Li 0001 Yali Li 0001Ya-Li Li 0001 Zhenguo Li Qingmin Liao Kunjie Lin Yunlong Lin Zixu Lin Bangzhen Liu Jiaheng Liu Xihui Liu Xin Liu Yixuan Liu 0004 Yuchi Liu Zicheng Liu Huchuan Lu Tian Lu Ping Luo 0002 Chao Ma 0004 Panwang Pan Chujun Qin Jingjing Ren Xiangxuan Ren Xiaozhe Ren Bin Shao Jing Shao Hao Shi 0004 Haoze Sun Tianyu Sun Yifan Sun 0003 Luming Tang Pin Tang Lu Tian Philip Torr 0001Philip H. S. Torr Guangming Wang 0001 Guoqing Wang Kaiwei Wang Li Wang Shengjin Wang Song Wang 0019 Xiaogang Wang 0001 Zhenyu Wang Yichen Wei Yue Wu 0002 Enze Xie Fei Xie Jiaqi Xu Ke Xu 0001 Junjie Yan Shuicheng Yan Kailun Yang 0001 Lewei Yao Zhuliang Yao Shuai Yi Xiaoting Yin Bei Yu 0001 Jiawei Yu Jincheng Yu Ze Yuan Chi Zhang 0026 Hongbo Zhang Jiaming Zhang 0001 Jingwei Zhang Shifeng Zhang Weijia Zhang Xinyi Zhang 0008 Xueqian Zhang Yuhan Zhang 0004 Guodongfang Zhao Hengshuang Zhao Zhijian Zhao Jilai Zheng Liang Zheng 0001 Dong Zhou 0003 Xiangxin Zhou Jianke Zhu Lei Zhu 0003 Mingkang Zhu