2D facial landmark model design by combining key points and inserted points. - Fangmei Chen; Yong Xu 001; David Zhang 001; Kai Chen 023 (Expert Syst. Appl., 2015)

The Visual Object Tracking VOT2017 Challenge Results. - Matej Kristan; Ales Leonardis; Jiri Matas; Michael Felsberg; Roman P. Pflugfelder; Luka Cehovin Zajc; Tomas Vojir; Gustav Häger; Alan Lukezic; Abdelrahman Eldesokey; Gustavo Fernández; Álvaro García-Martín; et al. (ICCV Workshops, 2017)

Visual object tracking via enhanced structural correlation filter. - Kai Chen 023; Wenbing Tao; Shoudong Han (Inf. Sci., 2017)

Once for All: A Two-Flow Convolutional Neural Network for Visual Tracking. - Kai Chen 023; Wenbing Tao (IEEE Trans. Circuits Syst. Video Technol., 2018)

Convolutional Regression for Visual Tracking. - Kai Chen 023; Wenbing Tao (IEEE Trans. Image Process., 2018)

Learning Linear Regression via Single-Convolutional Layer for Visual Object Tracking. - Kai Chen 023; Wenbing Tao (IEEE Trans. Multim., 2019)

MultiSiam: Self-supervised Multi-instance Siamese Representation Learning for Autonomous Driving. - Kai Chen 023; Lanqing Hong; Hang Xu 004; Zhenguo Li; Dit-Yan Yeung (ICCV, 2021)

SODA10M: A Large-Scale 2D Self/Semi-Supervised Object Detection Dataset for Autonomous Driving. - Jianhua Han; Xiwen Liang; Hang Xu 004; Kai Chen 023; Lanqing Hong; Jiageng Mao; Chaoqiang Ye; Wei Zhang 196; Zhenguo Li; Xiaodan Liang; Chunjing Xu (NeurIPS Datasets and Benchmarks, 2021)

SODA10M: Towards Large-Scale Object Detection Benchmark for Autonomous Driving. - Jianhua Han; Xiwen Liang; Hang Xu 004; Kai Chen 023; Lanqing Hong; Chaoqiang Ye; Wei Zhang 196; Zhenguo Li; Xiaodan Liang; Chunjing Xu (CoRR, 2021)

Task-Customized Self-Supervised Pre-training with Scalable Dynamic Routing. - Zhili Liu; Jianhua Han; Lanqing Hong; Hang Xu 004; Kai Chen 023; Chunjing Xu; Zhenguo Li (AAAI, 2022)

GCFSR: a Generative and Controllable Face Super Resolution Method Without Facial and GAN Priors. - Jingwen He; Wu Shi; Kai Chen 023; Lean Fu; Chao Dong 005 (CVPR, 2022)

NTIRE 2022 Challenge on Super-Resolution and Quality Enhancement of Compressed Video: Dataset, Methods and Results. - Ren Yang; Radu Timofte; Meisong Zheng; Qunliang Xing; Minglang Qiao; Mai Xu; Lai Jiang; Huaida Liu; Ying Chen 011; Youcheng Ben; Xiao Zhou; Chen Fu; et al. (CVPR Workshops, 2022)

CODA: A Real-World Road Corner Case Dataset for Object Detection in Autonomous Driving. - Kaican Li; Kai Chen 023; Haoyu Wang; Lanqing Hong; Chaoqiang Ye; Jianhua Han; Yukuai Chen; Wei Zhang 196; Chunjing Xu; Dit-Yan Yeung; Xiaodan Liang; Zhenguo Li; et al. (ECCV (38), 2022)

NTIRE 2022 Challenge on Super-Resolution and Quality Enhancement of Compressed Video: Dataset, Methods and Results. - Ren Yang; Radu Timofte; Meisong Zheng; Qunliang Xing; Minglang Qiao; Mai Xu; Lai Jiang; Huaida Liu; Ying Chen 011; Youcheng Ben; Xiao Zhou; Chen Fu; et al. (CoRR, 2022)

Mixed Autoencoder for Self-Supervised Visual Representation Learning. - Kai Chen 023; Zhili Liu; Lanqing Hong; Hang Xu 004; Zhenguo Li; Dit-Yan Yeung (CVPR, 2023)

Task-customized Masked Autoencoder via Mixture of Cluster-conditional Experts. - Zhili Liu; Kai Chen 023; Jianhua Han; Lanqing Hong; Hang Xu 004; Zhenguo Li; James T. Kwok (ICLR, 2023)

Unfolding Once is Enough: A Deployment-Friendly Transformer Unit for Super-Resolution. - Yong Liu 031; Hang Dong 001; Boyang Liang; Songwei Liu; Qingji Dong; Kai Chen 023; Fangmin Chen; Lean Fu; Fei Wang 008 (ACM Multimedia, 2023)

Integrating Geometric Control into Text-to-Image Diffusion Models for High-Quality Detection Data Generation via Text Prompt. - Kai Chen 023; Enze Xie; Zhe Chen; Lanqing Hong; Zhenguo Li; Dit-Yan Yeung (CoRR, 2023)

Geom-Erasing: Geometry-Driven Removal of Implicit Concept in Diffusion Models. - Zhili Liu; Kai Chen 023; Yifan Zhang; Jianhua Han; Lanqing Hong; Hang Xu 004; Zhenguo Li; Dit-Yan Yeung; James T. Kwok (CoRR, 2023)

TrackDiffusion: Multi-object Tracking Data Generation via Diffusion Models. - Pengxiang Li; Zhili Liu; Kai Chen 023; Lanqing Hong; Yunzhi Zhuge; Dit-Yan Yeung; Huchuan Lu; Xu Jia 012 (CoRR, 2023)

Mixture of Cluster-conditional LoRA Experts for Vision-language Instruction Tuning. - Yunhao Gou; Zhili Liu; Kai Chen 023; Lanqing Hong; Hang Xu 004; Aoxue Li; Dit-Yan Yeung; James T. Kwok; Yu Zhang 006 (CoRR, 2023)

DetDiffusion: Synergizing Generative and Perceptive Models for Enhanced Data Generation and Perception. - Yibo Wang; Ruiyuan Gao 001; Kai Chen 023; Kaiqiang Zhou; Yingjie Cai; Lanqing Hong; Zhenguo Li; Lihui Jiang; Dit-Yan Yeung; Qiang Xu 001; Kai Zhang 008 (CVPR, 2024)

Eyes Closed, Safety on: Protecting Multimodal LLMs via Image-to-Text Transformation. - Yunhao Gou; Kai Chen 023; Zhili Liu; Lanqing Hong; Hang Xu 004; Zhenguo Li; Dit-Yan Yeung; James T. Kwok; Yu Zhang 006 (ECCV (17), 2024)

Implicit Concept Removal of Diffusion Models. - Zhili Liu; Kai Chen 023; Yifan Zhang; Jianhua Han; Lanqing Hong; Hang Xu 004; Zhenguo Li; Dit-Yan Yeung; James T. Kwok (ECCV (21), 2024)

MagicDrive: Street View Generation with Diverse 3D Geometry Control. - Ruiyuan Gao 001; Kai Chen 023; Enze Xie; Lanqing Hong; Zhenguo Li; Dit-Yan Yeung; Qiang Xu 001 (ICLR, 2024)

Gaining Wisdom from Setbacks: Aligning Large Language Models via Mistake Analysis. - Kai Chen 023; Chunwei Wang; Kuo Yang; Jianhua Han; Lanqing Hong; Fei Mi; Hang Xu 004; Zhengying Liu; Wenyong Huang; Zhenguo Li; Dit-Yan Yeung; Lifeng Shang; et al. (ICLR, 2024)

GeoDiffusion: Text-Prompted Geometric Control for Object Detection Data Generation. - Kai Chen 023; Enze Xie; Zhe Chen; Yibo Wang; Lanqing Hong; Zhenguo Li; Dit-Yan Yeung (ICLR, 2024)

Mixture of insighTful Experts (MoTE): The Synergy of Thought Chains and Expert Mixtures in Self-Alignment. - Zhili Liu; Yunhao Gou; Kai Chen 023; Lanqing Hong; Jiahui Gao; Fei Mi; Yu Zhang 006; Zhenguo Li; Xin Jiang 002; Qun Liu 001; James T. Kwok (CoRR, 2024)

MagicDrive3D: Controllable 3D Generation for Any-View Rendering in Street Scenes. - Ruiyuan Gao 001; Kai Chen 023; Zhihao Li 002; Lanqing Hong; Zhenguo Li; Qiang Xu 001 (CoRR, 2024)

PatchScaler: An Efficient Patch-Independent Diffusion Model for Super-Resolution. - Yong Liu 031; Hang Dong 001; Jinshan Pan; Qingji Dong; Kai Chen 023; Rongxiang Zhang; Xing Mei; Lean Fu; Fei Wang 008 (CoRR, 2024)

MagicDriveDiT: High-Resolution Long Video Generation for Autonomous Driving with Adaptive Control. - Ruiyuan Gao 001; Kai Chen 023; Bo Xiao; Lanqing Hong; Zhenguo Li; Qiang Xu 001 (CoRR, 2024)

Mixture of insighTful Experts (MoTE): The Synergy of Reasoning Chains and Expert Mixtures in Self-Alignment. - Zhili Liu; Yunhao Gou; Kai Chen 023; Lanqing Hong; Jiahui Gao; Fei Mi; Yu Zhang 006; Zhenguo Li; Xin Jiang 002; Qun Liu 001; James T. Kwok (ACL (1), 2025)

NTIRE 2025 Challenge on UGC Video Enhancement: Methods and Results. - Nickolay Safonov; Alexey Bryntsev; Andrey Moskalenko; Dmitry Kulikov; Dmitriy S. Vatolin; Radu Timofte; Haibo Lei; Qifan Gao; Qing Luo; Yaqing Li; Jie Song; Shaozhe Hao; et al. (CVPR Workshops, 2025)

Automated Evaluation of Large Vision-Language Models on Self-Driving Corner Cases. - Kai Chen 023; Yanze Li; Wenhua Zhang; Yanxin Liu; Pengxiang Li; Ruiyuan Gao 001; Lanqing Hong; Meng Tian; Xinhai Zhao; Zhenguo Li; Dit-Yan Yeung; Huchuan Lu; et al. (WACV, 2025)

TrackDiffusion: Tracklet-Conditioned Video Generation via Diffusion Models. - Pengxiang Li; Kai Chen 023; Zhili Liu; Ruiyuan Gao 001; Lanqing Hong; Dit-Yan Yeung; Huchuan Lu; Xu Jia 012 (WACV, 2025)

Unified Triplet-Level Hallucination Evaluation for Large Vision-Language Models. - Junjie Wu 007; Tsz Ting Chung; Kai Chen 023; Dit-Yan Yeung (Trans. Mach. Learn. Res., 2025)

Corrupted but Not Broken: Rethinking the Impact of Corrupted Data in Visual Instruction Tuning. - Yunhao Gou; Hansi Yang; Zhili Liu; Kai Chen 023; Yihan Zeng; Lanqing Hong; Zhenguo Li; Qun Liu 001; James T. Kwok; Yu Zhang 006 (CoRR, 2025)

NTIRE 2025 Challenge on UGC Video Enhancement: Methods and Results. - Nikolay Safonov; Alexey Bryncev; Andrey Moskalenko; Dmitry Kulikov; Dmitriy S. Vatolin; Radu Timofte; Haibo Lei; Qifan Gao; Qing Luo; Yaqing Li; Jie Song; Shaozhe Hao; et al. (CoRR, 2025)

ECCV 2024 W-CODA: 1st Workshop on Multimodal Perception and Comprehension of Corner Cases in Autonomous Driving. - Kai Chen 023; Ruiyuan Gao 001; Lanqing Hong; Hang Xu 004; Xu Jia 012; Holger Caesar; Dengxin Dai; Bingbing Liu; Dzmitry Tsishkou; Songcen Xu; Chunjing Xu; Qiang Xu 001; et al. (CoRR, 2025)