Xu, Hang

132 publications

NeurIPS 2025 4D-VLA: Spatiotemporal Vision-Language-Action Pretraining with Cross-Scene Calibration Jiahui Zhang, Yurui Chen, Yueming Xu, Ze Huang, Yanpeng Zhou, Yu-Jie Yuan, Xinyue Cai, Guowei Huang, Xingyue Quan, Hang Xu, Li Zhang

CVPR 2025 ACE: Anti-Editing Concept Erasure in Text-to-Image Models Zihao Wang, Yuxiang Wei, Fan Li, Renjing Pei, Hang Xu, Wangmeng Zuo

CVPR 2025 Adaptive Dropout: Unleashing Dropout Across Layers for Generalizable Image Super-Resolution Hang Xu, Jie Huang, Wei Yu, Jiangtong Tan, Zhen Zou, Feng Zhao

WACV 2025 DisCo: Discovering Common Affordance from Large Models for Actionable Part Perception Youpeng Wen, Yi Zhu, Zhihao Zhan, Pengzhen Ren, Jianhua Han, Hang Xu, Shen Zhao, Xiaodan Liang

CVPR 2025 EDEN: Enhanced Diffusion for High-Quality Large-Motion Video Frame Interpolation Zihao Zhang, Haoran Chen, Haoyu Zhao, Guansong Lu, Yanwei Fu, Hang Xu, Zuxuan Wu

CVPR 2025 EMOVA: Empowering Language Models to See, Hear and Speak with Vivid Emotions Kai Chen, Yunhao Gou, Runhui Huang, Zhili Liu, Daxin Tan, Jing Xu, Chunwei Wang, Yi Zhu, Yihan Zeng, Kuo Yang, Dingdong Wang, Kun Xiang, Haoyuan Li, Haoli Bai, Jianhua Han, Xiaohui Li, Weike Jin, Nian Xie, Yu Zhang, James T. Kwok, Hengshuang Zhao, Xiaodan Liang, Dit-Yan Yeung, Xiao Chen, Zhenguo Li, Wei Zhang, Qun Liu, Lanqing Hong, Lu Hou, Hang Xu

ICCV 2025 FramePainter: Endowing Interactive Image Editing with Video Diffusion Priors Yabo Zhang, Xinpeng Zhou, Yihan Zeng, Hang Xu, Hui Li, Wangmeng Zuo

ICCV 2025 FreeDNA: Endowing Domain Adaptation of Diffusion-Based Dense Prediction with Training-Free Domain Noise Alignment Hang Xu, Jie Huang, Linjiang Huang, Dong Li, Yidi Liu, Feng Zhao

ICLR 2025 FreqPrior: Improving Video Diffusion Models with Frequency Filtering Gaussian Noise Yunlong Yuan, Yuanfan Guo, Chunwei Wang, Wei Zhang, Hang Xu, Li Zhang

NeurIPS 2025 From Flatland to Space: Teaching Vision-Language Models to Perceive and Reason in 3D Jiahui Zhang, Yurui Chen, Yueming Xu, Ze Huang, Jilin Mei, Junhui Chen, Yanpeng Zhou, Yu-Jie Yuan, Xinyue Cai, Guowei Huang, Xingyue Quan, Hang Xu, Li Zhang

ICLR 2025 G-LLaVA: Solving Geometric Problem with Multi-Modal Large Language Model Jiahui Gao, Renjie Pi, Jipeng Zhang, Jiacheng Ye, Wanjun Zhong, Yufei Wang, Lanqing Hong, Jianhua Han, Hang Xu, Zhenguo Li, Lingpeng Kong

CVPR 2025 HiRes-LLaVA: Restoring Fragmentation Input in High-Resolution Large Vision-Language Models Runhui Huang, Xinpeng Ding, Chunwei Wang, Jianhua Han, Yulong Liu, Hengshuang Zhao, Hang Xu, Lu Hou, Wei Zhang, Xiaodan Liang

ICCV 2025 ILLUME: Illuminating Your LLMs to See, Draw, and Self-Enhance Chunwei Wang, Guansong Lu, Junwei Yang, Runhui Huang, Jianhua Han, Lu Hou, Wei Zhang, Hang Xu

NeurIPS 2025 INST-IT: Boosting Instance Understanding via Explicit Visual Prompt Instruction Tuning Wujian Peng, Lingchen Meng, Yitong Chen, Yiweng Xie, Yang Liu, Tao Gui, Hang Xu, Xipeng Qiu, Zuxuan Wu, Yu-Gang Jiang

NeurIPS 2025 PandaPose: 3D Human Pose Lifting from a Single Image via Propagating 2D Pose Prior to 3D Anchor Space Jinghong Zheng, Changlong Jiang, Yang Xiao, Jiaqi Li, Haohong Kuang, Hang Xu, Ran Wang, Zhiguo Cao, Min Du, Joey Tianyi Zhou

NeurIPS 2025 SeePhys: Does Seeing Help Thinking? – Benchmarking Vision-Based Physics Reasoning Kun Xiang, Heng Li, Terry Jingchen Zhang, Yinya Huang, Zirong Liu, Peixin Qu, Jixi He, Jiaqi Chen, Yu-Jie Yuan, Jianhua Han, Hang Xu, Hanhui Li, Mrinmaya Sachan, Xiaodan Liang

NeurIPS 2025 Towards Unified Multimodal Interleaved Generation via Group Relative Policy Optimization Ming Nie, Chunwei Wang, Jianhua Han, Hang Xu, Li Zhang

ICLR 2025 UniGS: Unified Language-Image-3D Pretraining with Gaussian Splatting Haoyuan Li, Zhou Yanpeng, Tao Tang, Jifei Song, Yihan Zeng, Michael Kampffmeyer, Hang Xu, Xiaodan Liang

ICCV 2025 VTimeCoT: Thinking by Drawing for Video Temporal Grounding and Reasoning Jinglei Zhang, Yuanfan Guo, Rolandos Alexandros Potamias, Jiankang Deng, Hang Xu, Chao Ma

AAAI 2024 Any-Size-Diffusion: Toward Efficient Text-Driven Synthesis for Any-Size HD Images Qingping Zheng, Yuanfan Guo, Jiankang Deng, Jianhua Han, Ying Li, Songcen Xu, Hang Xu

CVPR 2024 BIVDiff: A Training-Free Framework for General-Purpose Video Synthesis via Bridging Image and Video Diffusion Models Fengyuan Shi, Jiaxi Gu, Hang Xu, Songcen Xu, Wei Zhang, Limin Wang

CVPR 2024 DetCLIPv3: Towards Versatile Generative Open-Vocabulary Object Detection Lewei Yao, Renjie Pi, Jianhua Han, Xiaodan Liang, Hang Xu, Wei Zhang, Zhenguo Li, Dan Xu

CVPR 2024 DreamControl: Control-Based Text-to-3D Generation with 3D Self-Prior Tianyu Huang, Yihan Zeng, Zhilu Zhang, Wan Xu, Hang Xu, Songcen Xu, Rynson W.H. Lau, Wangmeng Zuo

ICLR 2024 Dynamic Discounted Counterfactual Regret Minimization Hang Xu, Kai Li, Haobo Fu, Qiang Fu, Junliang Xing, Jian Cheng

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

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

CVPR 2024 Holistic Autonomous Driving Understanding by Bird's-Eye-View Injected Multi-Modal Large Models Xinpeng Ding, Jianhua Han, Hang Xu, Xiaodan Liang, Wei Zhang, Xiaomeng Li

ECCV 2024 HumanRefiner: Benchmarking Abnormal Human Generation and Refining with Coarse-to-Fine Pose-Reversible Guidance Guian Fang, Wenbiao Yan, Yuanfan Guo, Jianhua Han, Zutao Jiang, Hang Xu, Shengcai Liao, Xiaodan Liang

ECCV 2024 Implicit Concept Removal of Diffusion Models Zhili Liu, Kai Chen, Yifan Zhang, Jianhua Han, Lanqing Hong, Hang Xu, Zhenguo Li, Dit-Yan Yeung, James Kwok

ICLR 2024 Ins-DetCLIP: Aligning Detection Model to Follow Human-Language Instruction Renjie Pi, Lewei Yao, Jianhua Han, Xiaodan Liang, Wei Zhang, Hang Xu

ECCV 2024 JointDreamer: Ensuring Geometry Consistency and Text Congruence in Text-to-3D Generation via Joint Score Distillation ChenHan Jiang, Yihan Zeng, Tianyang Hu, Songcen Xu, Wei Zhang, Hang Xu, Dit-Yan Yeung

AAAI 2024 LaneGraph2Seq: Lane Topology Extraction with Language Model via Vertex-Edge Encoding and Connectivity Enhancement Renyuan Peng, Xinyue Cai, Hang Xu, Jiachen Lu, Feng Wen, Wei Zhang, Li Zhang

ECCV 2024 LayerDiff: Exploring Text-Guided Multi-Layered Composable Image Synthesis via Layer-Collaborative Diffusion Model Runhui Huang, Kaixin Cai, Jianhua Han, Xiaodan Liang, Renjing Pei, Guansong Lu, Songcen Xu, Wei Zhang, Hang Xu

ECCV 2024 MagDiff: Multi-Alignment Diffusion for High-Fidelity Video Generation and Editing Haoyu Zhao, Tianyi Lu, Jiaxi Gu, Xing Zhang, Qingping Zheng, Zuxuan Wu, Hang Xu, Yu-Gang Jiang

MLJ 2024 Manas: Multi-Agent Neural Architecture Search Vasco Lopes, Fabio Maria Carlucci, Pedro M. Esperança, Marco Singh, Antoine Yang, Victor Gabillon, Hang Xu, Zewei Chen, Jun Wang

IJCAI 2024 Minimizing Weighted Counterfactual Regret with Optimistic Online Mirror Descent Hang Xu, Kai Li, Bingyun Liu, Haobo Fu, Qiang Fu, Junliang Xing, Jian Cheng

NeurIPS 2024 PIVOT-R: Primitive-Driven Waypoint-Aware World Model for Robotic Manipulation Kaidong Zhang, Pengzhen Ren, Bingqian Lin, Junfan Lin, Shikui Ma, Hang Xu, Xiaodan Liang

ECCV 2024 PanGu-Draw: Advancing Resource-Efficient Text-to-Image Synthesis with Time-Decoupled Training and Reusable Coop-Diffusion Guansong Lu, Yuanfan Guo, Jianhua Han, Minzhe Niu, Yihan Zeng, Songcen Xu, Zeyi Huang, Zhao Zhong, Wei Zhang, Hang Xu

ECCV 2024 Reason2Drive: Towards Interpretable and Chain-Based Reasoning for Autonomous Driving Ming Nie, Renyuan Peng, Chunwei Wang, Xinyue Cai, Jianhua Han, Hang Xu, Li Zhang

CVPR 2024 Rethinking Boundary Discontinuity Problem for Oriented Object Detection Hang Xu, Xinyuan Liu, Haonan Xu, Yike Ma, Zunjie Zhu, Chenggang Yan, Feng Dai

CVPR 2024 Self-Adaptive Reality-Guided Diffusion for Artifact-Free Super-Resolution Qingping Zheng, Ling Zheng, Yuanfan Guo, Ying Li, Songcen Xu, Jiankang Deng, Hang Xu

NeurIPS 2024 SlowFocus: Enhancing Fine-Grained Temporal Understanding in Video LLM Ming Nie, Dan Ding, Chunwei Wang, Yuanfan Guo, Jianhua Han, Hang Xu, Li Zhang

ICLR 2024 TextField3D: Towards Enhancing Open-Vocabulary 3D Generation with Noisy Text Fields Tianyu Huang, Yihan Zeng, Bowen Dong, Hang Xu, Songcen Xu, Rynson W. H. Lau, Wangmeng Zuo

NeurIPS 2024 TopoLogic: An Interpretable Pipeline for Lane Topology Reasoning on Driving Scenes Yanping Fu, Wenbin Liao, Xinyuan Liu, Hang Xu, Yike Ma, Yucheng Zhang, Feng Dai

NeurIPS 2024 UNIT: Unifying Image and Text Recognition in One Vision Encoder Yi Zhu, Yanpeng Zhou, Chunwei Wang, Yang Cao, Jianhua Han, Lu Hou, Hang Xu

NeurIPS 2024 VidMan: Exploiting Implicit Dynamics from Video Diffusion Model for Effective Robot Manipulation Youpeng Wen, Junfan Lin, Yi Zhu, Jianhua Han, Hang Xu, Shen Zhao, Xiaodan Liang

NeurIPSW 2024 ZO-Offloading: Fine-Tuning LLMs with 100 Billion Parameters on a Single GPU Liangyu Wang, Jie Ren, Hang Xu, Junxiao Wang, David E. Keyes, Di Wang

AAAI 2023 3D-TOGO: Towards Text-Guided Cross-Category 3D Object Generation Zutao Jiang, Guansong Lu, Xiaodan Liang, Jihua Zhu, Wei Zhang, Xiaojun Chang, Hang Xu

CVPR 2023 CLIP2: Contrastive Language-Image-Point Pretraining from Real-World Point Cloud Data Yihan Zeng, Chenhan Jiang, Jiageng Mao, Jianhua Han, Chaoqiang Ye, Qingqiu Huang, Dit-Yan Yeung, Zhen Yang, Xiaodan Liang, Hang Xu

ICLR 2023 CO3: Cooperative Unsupervised 3D Representation Learning for Autonomous Driving Runjian Chen, Yao Mu, Runsen Xu, Wenqi Shao, Chenhan Jiang, Hang Xu, Yu Qiao, Zhenguo Li, Ping Luo

CVPR 2023 CapDet: Unifying Dense Captioning and Open-World Detection Pretraining Yanxin Long, Youpeng Wen, Jianhua Han, Hang Xu, Pengzhen Ren, Wei Zhang, Shen Zhao, Xiaodan Liang

NeurIPS 2023 CoDA: Collaborative Novel Box Discovery and Cross-Modal Alignment for Open-Vocabulary 3D Object Detection Yang Cao, Zeng Yihan, Hang Xu, Dan Xu

CVPR 2023 ConQueR: Query Contrast Voxel-DETR for 3D Object Detection Benjin Zhu, Zhe Wang, Shaoshuai Shi, Hang Xu, Lanqing Hong, Hongsheng Li

CVPR 2023 DetCLIPv2: Scalable Open-Vocabulary Object Detection Pre-Training via Word-Region Alignment Lewei Yao, Jianhua Han, Xiaodan Liang, Dan Xu, Wei Zhang, Zhenguo Li, Hang Xu

ICCV 2023 DiffCloth: Diffusion Based Garment Synthesis and Manipulation via Structural Cross-Modal Semantic Alignment Xujie Zhang, Binbin Yang, Michael C. Kampffmeyer, Wenqing Zhang, Shiyue Zhang, Guansong Lu, Liang Lin, Hang Xu, Xiaodan Liang

ICCV 2023 DiffDis: Empowering Generative Diffusion Model with Cross-Modal Discrimination Capability Runhui Huang, Jianhua Han, Guansong Lu, Xiaodan Liang, Yihan Zeng, Wei Zhang, Hang Xu

ICCV 2023 FULLER: Unified Multi-Modality Multi-Task 3D Perception via Multi-Level Gradient Calibration Zhijian Huang, Sihao Lin, Guiyu Liu, Mukun Luo, Chaoqiang Ye, Hang Xu, Xiaojun Chang, Xiaodan Liang

CVPR 2023 Gaussian Label Distribution Learning for Spherical Image Object Detection Hang Xu, Xinyuan Liu, Qiang Zhao, Yike Ma, Chenggang Yan, Feng Dai

ICCV 2023 GrowCLIP: Data-Aware Automatic Model Growing for Large-Scale Contrastive Language-Image Pre-Training Xinchi Deng, Han Shi, Runhui Huang, Changlin Li, Hang Xu, Jianhua Han, James Kwok, Shen Zhao, Wei Zhang, Xiaodan Liang

ICCV 2023 MixReorg: Cross-Modal Mixed Patch Reorganization Is a Good Mask Learner for Open-World Semantic Segmentation Kaixin Cai, Pengzhen Ren, Yi Zhu, Hang Xu, Jianzhuang Liu, Changlin Li, Guangrun Wang, Xiaodan Liang

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

AAAI 2023 NLIP: Noise-Robust Language-Image Pre-Training Runhui Huang, Yanxin Long, Jianhua Han, Hang Xu, Xiwen Liang, Chunjing Xu, Xiaodan Liang

NeurIPS 2023 OpenLane-V2: A Topology Reasoning Benchmark for Unified 3D HD Mapping Huijie Wang, Tianyu Li, Yang Li, Li Chen, Chonghao Sima, Zhenbo Liu, Bangjun Wang, Peijin Jia, Yuting Wang, Shengyin Jiang, Feng Wen, Hang Xu, Ping Luo, Junchi Yan, Wei Zhang, Hongyang Li

ICCV 2023 PARTNER: Level up the Polar Representation for LiDAR 3D Object Detection Ming Nie, Yujing Xue, Chunwei Wang, Chaoqiang Ye, Hang Xu, Xinge Zhu, Qingqiu Huang, Michael Bi Mi, Xinchao Wang, Li Zhang

ICCV 2023 PIDRo: Parallel Isomeric Attention with Dynamic Routing for Text-Video Retrieval Peiyan Guan, Renjing Pei, Bin Shao, Jianzhuang Liu, Weimian Li, Jiaxi Gu, Hang Xu, Songcen Xu, Youliang Yan, Edmund Y. Lam

IJCAI 2023 Poisoning the Well: Can We Simultaneously Attack a Group of Learning Agents? Ridhima Bector, Hang Xu, Abhay Aradhya, Chai Quek, Zinovi Rabinovich

ICML 2023 SLAMB: Accelerated Large Batch Training with Sparse Communication Hang Xu, Wenxuan Zhang, Jiawei Fei, Yuzhe Wu, Tingwen Xie, Jun Huang, Yuchen Xie, Mohamed Elhoseiny, Panos Kalnis

ICLR 2023 Self-Guided Noise-Free Data Generation for Efficient Zero-Shot Learning Jiahui Gao, Renjie Pi, Lin Yong, Hang Xu, Jiacheng Ye, Zhiyong Wu, Weizhong Zhang, Xiaodan Liang, Zhenguo Li, Lingpeng Kong

IJCAI 2023 Sph2Pob: Boosting Object Detection on Spherical Images with Planar Oriented Boxes Methods Xinyuan Liu, Hang Xu, Bin Chen, Qiang Zhao, Yike Ma, Chenggang Yan, Feng Dai

ICLR 2023 Task-Customized Masked Autoencoder via Mixture of Cluster-Conditional Experts Zhili Liu, Kai Chen, Jianhua Han, Lanqing Hong, Hang Xu, Zhenguo Li, James Kwok

ICCV 2023 Towards High-Fidelity Text-Guided 3D Face Generation and Manipulation Using Only Images Cuican Yu, Guansong Lu, Yihan Zeng, Jian Sun, Xiaodan Liang, Huibin Li, Zongben Xu, Songcen Xu, Wei Zhang, Hang Xu

ICCV 2023 Translating Images to Road Network: A Non-Autoregressive Sequence-to-Sequence Approach Jiachen Lu, Renyuan Peng, Xinyue Cai, Hang Xu, Hongyang Li, Feng Wen, Wei Zhang, Li Zhang

ICLR 2023 ViewCo: Discovering Text-Supervised Segmentation Masks via Multi-View Semantic Consistency Pengzhen Ren, Changlin Li, Hang Xu, Yi Zhu, Guangrun Wang, Jianzhuang Liu, Xiaojun Chang, Xiaodan Liang

CVPR 2023 Visual Exemplar Driven Task-Prompting for Unified Perception in Autonomous Driving Xiwen Liang, Minzhe Niu, Jianhua Han, Hang Xu, Chunjing Xu, Xiaodan Liang

CVPR 2022 Arch-Graph: Acyclic Architecture Relation Predictor for Task-Transferable Neural Architecture Search Minbin Huang, Zhijian Huang, Changlin Li, Xin Chen, Hang Xu, Zhenguo Li, Xiaodan Liang

AAAI 2022 AutoBERT-Zero: Evolving BERT Backbone from Scratch Jiahui Gao, Hang Xu, Han Shi, Xiaozhe Ren, Philip L. H. Yu, Xiaodan Liang, Xin Jiang, Zhenguo Li

AAAI 2022 AutoCFR: Learning to Design Counterfactual Regret Minimization Algorithms Hang Xu, Kai Li, Haobo Fu, Qiang Fu, Junliang Xing

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

CVPR 2022 Continual Object Detection via Prototypical Task Correlation Guided Gating Mechanism Binbin Yang, Xinchi Deng, Han Shi, Changlin Li, Gengwei Zhang, Hang Xu, Shen Zhao, Liang Lin, Xiaodan Liang

NeurIPS 2022 DetCLIP: Dictionary-Enriched Visual-Concept Paralleled Pre-Training for Open-World Detection Lewei Yao, Jianhua Han, Youpeng Wen, Xiaodan Liang, Dan Xu, Wei Zhang, Zhenguo Li, Chunjing Xu, Hang Xu

ECCV 2022 DevNet: Self-Supervised Monocular Depth Learning via Density Volume Construction Kaichen Zhou, Lanqing Hong, Changhao Chen, Hang Xu, Chaoqiang Ye, Qingyong Hu, Zhenguo Li

NeurIPS 2022 Effective Adaptation in Multi-Task Co-Training for Unified Autonomous Driving Xiwen Liang, Yangxin Wu, Jianhua Han, Hang Xu, Chunjing Xu, Xiaodan Liang

ICLR 2022 FILIP: Fine-Grained Interactive Language-Image Pre-Training Lewei Yao, Runhui Huang, Lu Hou, Guansong Lu, Minzhe Niu, Hang Xu, Xiaodan Liang, Zhenguo Li, Xin Jiang, Chunjing Xu

ECCV 2022 Generative Negative Text Replay for Continual Vision-Language Pretraining Shipeng Yan, Lanqing Hong, Hang Xu, Jianhua Han, Tinne Tuytelaars, Zhenguo Li, Xuming He

AAAI 2022 Laneformer: Object-Aware Row-Column Transformers for Lane Detection Jianhua Han, Xiajun Deng, Xinyue Cai, Zhen Yang, Hang Xu, Chunjing Xu, Xiaodan Liang

ECCV 2022 Learning Ego 3D Representation as Ray Tracing Jiachen Lu, Zheyuan Zhou, Xiatian Zhu, Hang Xu, Li Zhang

ECCV 2022 MPPNet: Multi-Frame Feature Intertwining with Proxy Points for 3D Temporal Object Detection Xuesong Chen, Shaoshuai Shi, Benjin Zhu, Ka Chun Cheung, Hang Xu, Hongsheng Li

CVPR 2022 ManiTrans: Entity-Level Text-Guided Image Manipulation via Token-Wise Semantic Alignment and Generation Jianan Wang, Guansong Lu, Hang Xu, Zhenguo Li, Chunjing Xu, Yanwei Fu

CVPR 2022 ONCE-3DLanes: Building Monocular 3D Lane Detection Fan Yan, Ming Nie, Xinyue Cai, Jianhua Han, Hang Xu, Zhen Yang, Chaoqiang Ye, Yanwei Fu, Michael Bi Mi, Li Zhang

ECCV 2022 Open-World Semantic Segmentation via Contrasting and Clustering Vision-Language Embedding Quande Liu, Youpeng Wen, Jianhua Han, Chunjing Xu, Hang Xu, Xiaodan Liang

ECCV 2022 PANDORA: A Panoramic Detection Dataset for Object with Orientation Hang Xu, Qiang Zhao, Yike Ma, Xiaodong Li, Peng Yuan, Bailan Feng, Chenggang Yan, Feng Dai

CVPR 2022 Point2Seq: Detecting 3D Objects as Sequences Yujing Xue, Jiageng Mao, Minzhe Niu, Hang Xu, Michael Bi Mi, Wei Zhang, Xiaogang Wang, Xinchao Wang

NeurIPSW 2022 Policy Resilience to Environment Poisoning Attack on Reinforcement Learning Hang Xu, Xinghua Qu, Zinovi Rabinovich

ECCV 2022 RCLane: Relay Chain Prediction for Lane Detection Shenghua Xu, Xinyue Cai, Bin Zhao, Li Zhang, Hang Xu, Yanwei Fu, Xiangyang Xue

ICLR 2022 Revisiting Over-Smoothing in BERT from the Perspective of Graph Han Shi, Jiahui Gao, Hang Xu, Xiaodan Liang, Zhenguo Li, Lingpeng Kong, Stephen M. S. Lee, James Kwok

AAAI 2022 Task-Customized Self-Supervised Pre-Training with Scalable Dynamic Routing Zhili Liu, Jianhua Han, Lanqing Hong, Hang Xu, Kai Chen, Chunjing Xu, Zhenguo Li

AAAI 2022 Unbiased IoU for Spherical Image Object Detection Feng Dai, Bin Chen, Hang Xu, Yike Ma, Xiaodong Li, Bailan Feng, Peng Yuan, Chenggang Yan, Qiang Zhao

NeurIPS 2022 Wukong: A 100 Million Large-Scale Chinese Cross-Modal Pre-Training Benchmark Jiaxi Gu, Xiaojun Meng, Guansong Lu, Lu Hou, Niu Minzhe, Xiaodan Liang, Lewei Yao, Runhui Huang, Wei Zhang, Xin Jiang, Chunjing Xu, Hang Xu

AAAI 2021 Ada-Segment: Automated Multi-Loss Adaptation for Panoptic Segmentation Gengwei Zhang, Yiming Gao, Hang Xu, Hao Zhang, Zhenguo Li, Xiaodan Liang

ICCV 2021 Adversarial Robustness for Unsupervised Domain Adaptation Muhammad Awais, Fengwei Zhou, Hang Xu, Lanqing Hong, Ping Luo, Sung-Ho Bae, Zhenguo Li

ICCV 2021 C3-SemiSeg: Contrastive Semi-Supervised Segmentation via Cross-Set Learning and Dynamic Class-Balancing Yanning Zhou, Hang Xu, Wei Zhang, Bin Gao, Pheng-Ann Heng

NeurIPS 2021 DeepReduce: A Sparse-Tensor Communication Framework for Federated Deep Learning Hang Xu, Kelly Kostopoulou, Aritra Dutta, Xin Li, Alexandros Ntoulas, Panos Kalnis

ICCV 2021 DetCo: Unsupervised Contrastive Learning for Object Detection Enze Xie, Jian Ding, Wenhai Wang, Xiaohang Zhan, Hang Xu, Peize Sun, Zhenguo Li, Ping Luo

WACV 2021 Driver Anomaly Detection: A Dataset and Contrastive Learning Approach Okan Kopuklu, Jiapeng Zheng, Hang Xu, Gerhard Rigoll

CVPR 2021 Effective Sparsification of Neural Networks with Global Sparsity Constraint Xiao Zhou, Weizhong Zhang, Hang Xu, Tong Zhang

ICCV 2021 Exploring Geometry-Aware Contrast and Clustering Harmonization for Self-Supervised 3D Object Detection Hanxue Liang, Chenhan Jiang, Dapeng Feng, Xin Chen, Hang Xu, Xiaodan Liang, Wei Zhang, Zhenguo Li, Luc Van Gool

ICCV 2021 G-DetKD: Towards General Distillation Framework for Object Detectors via Contrastive and Semantic-Guided Feature Imitation Lewei Yao, Renjie Pi, Hang Xu, Wei Zhang, Zhenguo Li, Tong Zhang

AAAI 2021 How to Save Your Annotation Cost for Panoptic Segmentation? Xuefeng Du, Chenhan Jiang, Hang Xu, Gengwei Zhang, Zhenguo Li

CVPR 2021 Joint-DetNAS: Upgrade Your Detector with NAS, Pruning and Dynamic Distillation Lewei Yao, Renjie Pi, Hang Xu, Wei Zhang, Zhenguo Li, Tong Zhang

NeurIPS 2021 Learning Transferable Features for Point Cloud Detection via 3D Contrastive Co-Training Zeng Yihan, Chunwei Wang, Yunbo Wang, Hang Xu, Chaoqiang Ye, Zhen Yang, Chao Ma

ICLR 2021 Loss Function Discovery for Object Detection via Convergence-Simulation Driven Search Peidong Liu, Gengwei Zhang, Bochao Wang, Hang Xu, Xiaodan Liang, Yong Jiang, Zhenguo Li

ICCV 2021 MultiSiam: Self-Supervised Multi-Instance Siamese Representation Learning for Autonomous Driving Kai Chen, Lanqing Hong, Hang Xu, Zhenguo Li, Dit-Yan Yeung

ICCV 2021 NASOA: Towards Faster Task-Oriented Online Fine-Tuning with a Zoo of Models Hang Xu, Ning Kang, Gengwei Zhang, Chuanlong Xie, Xiaodan Liang, Zhenguo Li

ICCV 2021 Product1M: Towards Weakly Supervised Instance-Level Product Retrieval via Cross-Modal Pretraining Xunlin Zhan, Yangxin Wu, Xiao Dong, Yunchao Wei, Minlong Lu, Yichi Zhang, Hang Xu, Xiaodan Liang

ICCV 2021 Pyramid R-CNN: Towards Better Performance and Adaptability for 3D Object Detection Jiageng Mao, Minzhe Niu, Haoyue Bai, Xiaodan Liang, Hang Xu, Chunjing Xu

NeurIPS 2021 SOFT: SoftMax-Free Transformer with Linear Complexity Jiachen Lu, Jinghan Yao, Junge Zhang, Xiatian Zhu, Hang Xu, Weiguo Gao, Chunjing Xu, Tao Xiang, Li Zhang

IJCAI 2021 Segmenting Transparent Objects in the Wild with Transformer Enze Xie, Wenjia Wang, Wenhai Wang, Peize Sun, Hang Xu, Ding Liang, Ping Luo

ICML 2021 SparseBERT: Rethinking the Importance Analysis in Self-Attention Han Shi, Jiahui Gao, Xiaozhe Ren, Hang Xu, Xiaodan Liang, Zhenguo Li, James Tin-Yau Kwok

CVPR 2021 TransNAS-Bench-101: Improving Transferability and Generalizability of Cross-Task Neural Architecture Search Yawen Duan, Xin Chen, Hang Xu, Zewei Chen, Xiaodan Liang, Tong Zhang, Zhenguo Li

ICCV 2021 Voxel Transformer for 3D Object Detection Jiageng Mao, Yujing Xue, Minzhe Niu, Haoyue Bai, Jiashi Feng, Xiaodan Liang, Hang Xu, Chunjing Xu

ECCV 2020 AABO: Adaptive Anchor Box Optimization for Object Detection via Bayesian Sub-Sampling Wenshuo Ma, Tingzhong Tian, Hang Xu, Yimin Huang, Zhenguo Li

NeurIPS 2020 Auto-Panoptic: Cooperative Multi-Component Architecture Search for Panoptic Segmentation Yangxin Wu, Gengwei Zhang, Hang Xu, Xiaodan Liang, Liang Lin

NeurIPS 2020 Bridging the Gap Between Sample-Based and One-Shot Neural Architecture Search with BONAS Han Shi, Renjie Pi, Hang Xu, Zhenguo Li, James T. Kwok, Tong Zhang

ECCV 2020 CATCH: Context-Based Meta Reinforcement Learning for Transferrable Architecture Search Xin Chen, Yawen Duan, Zewei Chen, Hang Xu, Zihao Chen, Xiaodan Liang, Tong Zhang, Zhenguo Li

ECCV 2020 CurveLane-NAS: Unifying Lane-Sensitive Architecture Search and Adaptive Point Blending Hang Xu, Shaoju Wang, Xinyue Cai, Wei Zhang, Xiaodan Liang, Zhenguo Li

AAAI 2020 EHSOD: CAM-Guided End-to-End Hybrid-Supervised Object Detection with Cascade Refinement Linpu Fang, Hang Xu, Zhili Liu, Sarah Parisot, Zhenguo Li

AAAI 2020 ElixirNet: Relation-Aware Network Architecture Adaptation for Medical Lesion Detection Chenhan Jiang, Shaoju Wang, Xiaodan Liang, Hang Xu, Nong Xiao

ECCV 2020 JGR-P2O: Joint Graph Reasoning Based Pixel-to-Offset Prediction Network for 3D Hand Pose Estimation from a Single Depth Image Linpu Fang, Xingyan Liu, Li Liu, Hang Xu, Wenxiong Kang

AAAI 2020 SM-NAS: Structural-to-Modular Neural Architecture Search for Object Detection Lewei Yao, Hang Xu, Wei Zhang, Xiaodan Liang, Zhenguo Li

AAAI 2020 Universal-RCNN: Universal Object Detector via Transferable Graph R-CNN Hang Xu, Linpu Fang, Xiaodan Liang, Wenxiong Kang, Zhenguo Li

ICCVW 2019 AIM 2019 Challenge on Constrained Super-Resolution: Methods and Results Kai Zhang, Nan Nan, Chenghua Li, Xueyi Zou, Ning Kang, Zhan Wang, Hang Xu, Chaofeng Wang, Zheng Li, Linlin Wang, Jun Shi, Shuhang Gu, Wenyu Sun, Zhiqiang Lang, Jiangtao Nie, Wei Wei, Lei Zhang, Yazhe Niu, Peijin Zhuo, Xiangzhen Kong, Long Sun, Wenhao Wang, Radu Timofte, Zheng Hui, Xiumei Wang, Xinbo Gao, Dongliang Xiong, Shuai Liu, Ruipeng Gang

NeurIPS 2018 Hybrid Knowledge Routed Modules for Large-Scale Object Detection ChenHan Jiang, Hang Xu, Xiaodan Liang, Liang Lin