Lu, Shijian

103 publications

AAAI 2025 Backdoor Attacks Against No-Reference Image Quality Assessment Models via a Scalable Trigger Yi Yu, Song Xia, Xun Lin, Wenhan Yang, Shijian Lu, Yap-Peng Tan, Alex C. Kot

NeurIPS 2025 Boosting Knowledge Utilization in Multimodal Large Language Models via Adaptive Logits Fusion and Attention Reallocation Wenbin An, Jiahao Nie, Feng Tian, Haonan Lin, Mingxiang Cai, Yaqiang Wu, QianYing Wang, Xiaoqin Zhang, Shijian Lu

WACV 2025 DivAvatar: Diverse 3D Avatar Generation with a Single Prompt Weijing Tao, Biwen Lei, Kunhao Liu, Shijian Lu, Miaomiao Cui, Xuansong Xie

ICCV 2025 Face Retouching with Diffusion Data Generation and Spectral Restorement Zhidan Xu, Xiaoqin Zhang, Shijian Lu

ICML 2025 MTL-UE: Learning to Learn Nothing for Multi-Task Learning Yi Yu, Song Xia, Siyuan Yang, Chenqi Kong, Wenhan Yang, Shijian Lu, Yap-Peng Tan, Alex Kot

CVPR 2025 Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention Wenbin An, Feng Tian, Sicong Leng, Jiahao Nie, Haonan Lin, Qianying Wang, Ping Chen, Xiaoqin Zhang, Shijian Lu

ICCV 2025 PCR-GS: COLMAP-Free 3D Gaussian Splatting via Pose Co-Regularizations Yu Wei, Jiahui Zhang, Xiaoqin Zhang, Ling Shao, Shijian Lu

ICCV 2025 PacGDC: Label-Efficient Generalizable Depth Completion with Projection Ambiguity and Consistency Haotian Wang, Aoran Xiao, Xiaoqin Zhang, Meng Yang, Shijian Lu

ICCV 2025 R1-VL: Learning to Reason with Multimodal Large Language Models via Step-Wise Group Relative Policy Optimization Jingyi Zhang, Jiaxing Huang, Huanjin Yao, Shunyu Liu, Xikun Zhang, Shijian Lu, Dacheng Tao

NeurIPS 2025 Rethinking Evaluation of Infrared Small Target Detection Youwei Pang, Xiaoqi Zhao, Lihe Zhang, Huchuan Lu, Georges El Fakhri, Xiaofeng Liu, Shijian Lu

ICCV 2025 SMSTracker: Tri-Path Score Mask Sigma Fusion for Multi-Modal Tracking Sixian Chan, Zedong Li, Wenhao Li, Shijian Lu, Chunhua Shen, Xiaoqin Zhang

CVPR 2025 SOGS: Second-Order Anchor for Advanced 3D Gaussian Splatting Jiahui Zhang, Fangneng Zhan, Ling Shao, Shijian Lu

ICCV 2025 Spatial Preference Rewarding for MLLMs Spatial Understanding Han Qiu, Peng Gao, Lewei Lu, Xiaoqin Zhang, Ling Shao, Shijian Lu

NeurIPS 2025 The Curse of Multi-Modalities: Evaluating Hallucinations of Large Multimodal Models Across Language, Visual, and Audio Sicong Leng, Yun Xing, Zesen Cheng, Yang Zhou, Hang Zhang, Xin Li, Deli Zhao, Shijian Lu, Chunyan Miao, Lidong Bing

ICCV 2025 TimeExpert: An Expert-Guided Video LLM for Video Temporal Grounding Zuhao Yang, Yingchen Yu, Yunqing Zhao, Shijian Lu, Song Bai

NeurIPS 2025 UniMRSeg: Unified Modality-Relax Segmentation via Hierarchical Self-Supervised Compensation Xiaoqi Zhao, Youwei Pang, Chenyang Yu, Lihe Zhang, Huchuan Lu, Shijian Lu, Georges El Fakhri, Xiaofeng Liu

ICCV 2025 Versatile Transition Generation with Image-to-Video Diffusion Zuhao Yang, Jiahui Zhang, Yingchen Yu, Shijian Lu, Song Bai

ECCV 2024 CAT-SAM: Conditional Tuning for Few-Shot Adaptation of Segment Anything Model Aoran Xiao, Weihao Xuan, Heli Qi, Yun Xing, Ruijie Ren, Xiaoqin Zhang, Ling Shao, Shijian Lu

CVPR 2024 Cross-Domain Few-Shot Segmentation via Iterative Support-Query Correspondence Mining Jiahao Nie, Yun Xing, Gongjie Zhang, Pei Yan, Aoran Xiao, Yap-Peng Tan, Alex C. Kot, Shijian Lu

ECCV 2024 DA-BEV: Unsupervised Domain Adaptation for Bird's Eye View Perception Kai Jiang, Jiaxing Huang, Weiying Xie, Jie Lei, Yunsong Li, Ling Shao, Shijian Lu

NeurIPS 2024 Domain Adaptation for Large-Vocabulary Object Detectors Kai Jiang, Jiaxing Huang, Weiying Xie, Jie Lei, Yunsong Li, Ling Shao, Shijian Lu

WACV 2024 Efficient MAE Towards Large-Scale Vision Transformers Qiu Han, Gongjie Zhang, Jiaxing Huang, Peng Gao, Zhang Wei, Shijian Lu

CVPR 2024 Efficient Test-Time Adaptation of Vision-Language Models Adilbek Karmanov, Dayan Guan, Shijian Lu, Abdulmotaleb El Saddik, Eric Xing

CVPR 2024 FreGS: 3D Gaussian Splatting with Progressive Frequency Regularization Jiahui Zhang, Fangneng Zhan, Muyu Xu, Shijian Lu, Eric Xing

NeurIPS 2024 Historical Test-Time Prompt Tuning for Vision Foundation Models Jingyi Zhang, Jiaxing Huang, Xiaoqin Zhang, Ling Shao, Shijian Lu

ICLR 2024 LLMs Meet VLMs: Boost Open Vocabulary Object Detection with Fine-Grained Descriptors Sheng Jin, Xueying Jiang, Jiaxing Huang, Lewei Lu, Shijian Lu

CVPR 2024 Masked AutoDecoder Is Effective Multi-Task Vision Generalist Han Qiu, Jiaxing Huang, Peng Gao, Lewei Lu, Xiaoqin Zhang, Shijian Lu

NeurIPS 2024 Mitigating Object Hallucination via Concentric Causal Attention Yun Xing, Yiheng Li, Ivan Laptev, Shijian Lu

CVPR 2024 Mitigating Object Hallucinations in Large Vision-Language Models Through Visual Contrastive Decoding Sicong Leng, Hang Zhang, Guanzheng Chen, Xin Li, Shijian Lu, Chunyan Miao, Lidong Bing

AAAI 2024 Modeling Continuous Motion for 3D Point Cloud Object Tracking Zhipeng Luo, Gongjie Zhang, Changqing Zhou, Zhonghua Wu, Qingyi Tao, Lewei Lu, Shijian Lu

NeurIPS 2024 MonoMAE: Enhancing Monocular 3D Detection Through Depth-Aware Masked Autoencoders Xueying Jiang, Sheng Jin, Xiaoqin Zhang, Ling Shao, Shijian Lu

NeurIPS 2024 Open-Vocabulary Object Detection via Language Hierarchy Jiaxing Huang, Jingyi Zhang, Kai Jiang, Shijian Lu

ICML 2024 Purify Unlearnable Examples via Rate-Constrained Variational Autoencoders Yi Yu, Yufei Wang, Song Xia, Wenhan Yang, Shijian Lu, Yap-Peng Tan, Alex Kot

CVPR 2024 Weakly Supervised Monocular 3D Detection with a Single-View Image Xueying Jiang, Sheng Jin, Lewei Lu, Xiaoqin Zhang, Shijian Lu

CVPR 2023 3D Semantic Segmentation in the Wild: Learning Generalized Models for Adverse-Condition Point Clouds Aoran Xiao, Jiaxing Huang, Weihao Xuan, Ruijie Ren, Kangcheng Liu, Dayan Guan, Abdulmotaleb El Saddik, Shijian Lu, Eric P. Xing

CVPR 2023 Backdoor Attacks Against Deep Image Compression via Adaptive Frequency Trigger Yi Yu, Yufei Wang, Wenhan Yang, Shijian Lu, Yap-Peng Tan, Alex C. Kot

ICCV 2023 Black-Box Unsupervised Domain Adaptation with Bi-Directional Atkinson-Shiffrin Memory Jingyi Zhang, Jiaxing Huang, Xueying Jiang, Shijian Lu

AAAI 2023 Class-Independent Regularization for Learning with Noisy Labels Rumeng Yi, Dayan Guan, Yaping Huang, Shijian Lu

CVPR 2023 DA-DETR: Domain Adaptive Detection Transformer with Information Fusion Jingyi Zhang, Jiaxing Huang, Zhipeng Luo, Gongjie Zhang, Xiaoqin Zhang, Shijian Lu

ICCV 2023 Domain Generalization via Balancing Training Difficulty and Model Capability Xueying Jiang, Jiaxing Huang, Sheng Jin, Shijian Lu

CVPR 2023 FAC: 3D Representation Learning via Foreground Aware Feature Contrast Kangcheng Liu, Aoran Xiao, Xiaoqin Zhang, Shijian Lu, Ling Shao

CVPRW 2023 Face Transformer: Towards High Fidelity and Accurate Face Swapping Kaiwen Cui, Rongliang Wu, Fangneng Zhan, Shijian Lu

CVPR 2023 KD-DLGAN: Data Limited Image Generation via Knowledge Distillation Kaiwen Cui, Yingchen Yu, Fangneng Zhan, Shengcai Liao, Shijian Lu, Eric P. Xing

NeurIPS 2023 Online mAP Vectorization for Autonomous Driving: A Rasterization Perspective Gongjie Zhang, Jiahao Lin, Shuang Wu, Yilin Song, Zhipeng Luo, Yang Xue, Shijian Lu, Zuoguan Wang

ICCV 2023 Pose-Free Neural Radiance Fields via Implicit Pose Regularization Jiahui Zhang, Fangneng Zhan, Yingchen Yu, Kunhao Liu, Rongliang Wu, Xiaoqin Zhang, Ling Shao, Shijian Lu

CVPR 2023 Regularized Vector Quantization for Tokenized Image Synthesis Jiahui Zhang, Fangneng Zhan, Christian Theobalt, Shijian Lu

NeurIPS 2023 Rewrite Caption Semantics: Bridging Semantic Gaps for Language-Supervised Semantic Segmentation Yun Xing, Jian Kang, Aoran Xiao, Jiahao Nie, Ling Shao, Shijian Lu

CVPR 2023 StyleRF: Zero-Shot 3D Style Transfer of Neural Radiance Fields Kunhao Liu, Fangneng Zhan, Yiwen Chen, Jiahui Zhang, Yingchen Yu, Abdulmotaleb El Saddik, Shijian Lu, Eric P. Xing

CVPR 2023 Towards Efficient Use of Multi-Scale Features in Transformer-Based Object Detectors Gongjie Zhang, Zhipeng Luo, Zichen Tian, Jingyi Zhang, Xiaoqin Zhang, Shijian Lu

WACV 2023 TransPillars: Coarse-to-Fine Aggregation for Multi-Frame 3D Object Detection Zhipeng Luo, Gongjie Zhang, Changqing Zhou, Tianrui Liu, Shijian Lu, Liang Pan

CVPR 2023 UniDAformer: Unified Domain Adaptive Panoptic Segmentation Transformer via Hierarchical Mask Calibration Jingyi Zhang, Jiaxing Huang, Xiaoqin Zhang, Shijian Lu

ICCV 2023 WaveNeRF: Wavelet-Based Generalizable Neural Radiance Fields Muyu Xu, Fangneng Zhan, Jiahui Zhang, Yingchen Yu, Xiaoqin Zhang, Christian Theobalt, Ling Shao, Shijian Lu

NeurIPS 2023 Weakly Supervised 3D Open-Vocabulary Segmentation Kunhao Liu, Fangneng Zhan, Jiahui Zhang, Muyu Xu, Yingchen Yu, Abdulmotaleb El Saddik, Christian Theobalt, Eric P. Xing, Shijian Lu

CVPR 2022 Accelerating DETR Convergence via Semantic-Aligned Matching Gongjie Zhang, Zhipeng Luo, Yingchen Yu, Kaiwen Cui, Shijian Lu

ECCV 2022 Auto-Regressive Image Synthesis with Integrated Quantization Fangneng Zhan, Yingchen Yu, Rongliang Wu, Jiahui Zhang, Kaiwen Cui, Changgong Zhang, Shijian Lu

ECCV 2022 Bi-Level Feature Alignment for Versatile Image Translation and Manipulation Fangneng Zhan, Yingchen Yu, Rongliang Wu, Jiahui Zhang, Kaiwen Cui, Aoran Xiao, Shijian Lu, Chunyan Miao

CVPR 2022 Category Contrast for Unsupervised Domain Adaptation in Visual Tasks Jiaxing Huang, Dayan Guan, Aoran Xiao, Shijian Lu, Ling Shao

ECCV 2022 Contextual Text Block Detection Towards Scene Text Understanding Chuhui Xue, Jiaxing Huang, Wenqing Zhang, Shijian Lu, Changhu Wang, Song Bai

ECCV 2022 Domain Adaptive Video Segmentation via Temporal Pseudo Supervision Yun Xing, Dayan Guan, Jiaxing Huang, Shijian Lu

CVPR 2022 Fourier Document Restoration for Robust Document Dewarping and Recognition Chuhui Xue, Zichen Tian, Fangneng Zhan, Shijian Lu, Song Bai

AAAI 2022 GenCo: Generative Co-Training for Generative Adversarial Networks with Limited Data Kaiwen Cui, Jiaxing Huang, Zhipeng Luo, Gongjie Zhang, Fangneng Zhan, Shijian Lu

ECCV 2022 Language Matters: A Weakly Supervised Vision-Language Pre-Training Approach for Scene Text Detection and Spotting Chuhui Xue, Wenqing Zhang, Yu Hao, Shijian Lu, Philip H. S. Torr, Song Bai

CVPR 2022 Marginal Contrastive Correspondence for Guided Image Generation Fangneng Zhan, Yingchen Yu, Rongliang Wu, Jiahui Zhang, Shijian Lu, Changgong Zhang

NeurIPS 2022 Masked Generative Adversarial Networks Are Data-Efficient Generation Learners Jiaxing Huang, Kaiwen Cui, Dayan Guan, Aoran Xiao, Fangneng Zhan, Shijian Lu, Shengcai Liao, Eric P. Xing

CVPR 2022 Modulated Contrast for Versatile Image Synthesis Fangneng Zhan, Jiahui Zhang, Yingchen Yu, Rongliang Wu, Shijian Lu

IJCAI 2022 Music-to-Dance Generation with Optimal Transport Shuang Wu, Shijian Lu, Li Cheng

CVPR 2022 PTTR: Relational 3D Point Cloud Object Tracking with Transformer Changqing Zhou, Zhipeng Luo, Yueru Luo, Tianrui Liu, Liang Pan, Zhongang Cai, Haiyu Zhao, Shijian Lu

NeurIPS 2022 PolarMix: A General Data Augmentation Technique for LiDAR Point Clouds Aoran Xiao, Jiaxing Huang, Dayan Guan, Kaiwen Cui, Shijian Lu, Ling Shao

CVPR 2022 Spectral Unsupervised Domain Adaptation for Visual Recognition Jingyi Zhang, Jiaxing Huang, Zichen Tian, Shijian Lu

AAAI 2022 Transfer Learning from Synthetic to Real LiDAR Point Cloud for Semantic Segmentation Aoran Xiao, Jiaxing Huang, Dayan Guan, Fangneng Zhan, Shijian Lu

CVPR 2022 Unbiased Subclass Regularization for Semi-Supervised Semantic Segmentation Dayan Guan, Jiaxing Huang, Aoran Xiao, Shijian Lu

CVPR 2021 Cross-View Regularization for Domain Adaptive Panoptic Segmentation Jiaxing Huang, Dayan Guan, Aoran Xiao, Shijian Lu

WACV 2021 Defect-GAN: High-Fidelity Defect Synthesis for Automated Defect Inspection Gongjie Zhang, Kaiwen Cui, Tzu-Yi Hung, Shijian Lu

ICCV 2021 Domain Adaptive Video Segmentation via Temporal Consistency Regularization Dayan Guan, Jiaxing Huang, Aoran Xiao, Shijian Lu

AAAI 2021 EMLight: Lighting Estimation via Spherical Distribution Approximation Fangneng Zhan, Changgong Zhang, Yingchen Yu, Yuan Chang, Shijian Lu, Feiying Ma, Xuansong Xie

CVPR 2021 FSDR: Frequency Space Domain Randomization for Domain Generalization Jiaxing Huang, Dayan Guan, Aoran Xiao, Shijian Lu

AAAI 2021 Matching on Sets: Conquer Occluded Person Re-Identification Without Alignment Mengxi Jia, Xinhua Cheng, Yunpeng Zhai, Shijian Lu, Siwei Ma, Yonghong Tian, Jian Zhang

NeurIPS 2021 Model Adaptation: Historical Contrastive Learning for Unsupervised Domain Adaptation Without Source Data Jiaxing Huang, Dayan Guan, Aoran Xiao, Shijian Lu

WACV 2021 PNPDet: Efficient Few-Shot Detection Without Forgetting via Plug-and-Play Sub-Networks Gongjie Zhang, Kaiwen Cui, Rongliang Wu, Shijian Lu, Yonghong Tian

ICCV 2021 RDA: Robust Domain Adaptation via Fourier Adversarial Attacking Jiaxing Huang, Dayan Guan, Aoran Xiao, Shijian Lu

ICCV 2021 Skeleton Cloud Colorization for Unsupervised 3D Action Representation Learning Siyuan Yang, Jun Liu, Shijian Lu, Meng Hwa Er, Alex C. Kot

ICCV 2021 Sparse Needlets for Lighting Estimation with Spherical Transport Loss Fangneng Zhan, Changgong Zhang, Wenbo Hu, Shijian Lu, Feiying Ma, Xuansong Xie, Ling Shao

CVPR 2021 Unbalanced Feature Transport for Exemplar-Based Image Translation Fangneng Zhan, Yingchen Yu, Kaiwen Cui, Gongjie Zhang, Shijian Lu, Jianxiong Pan, Changgong Zhang, Feiying Ma, Xuansong Xie, Chunyan Miao

ICCV 2021 Unsupervised Domain Adaptive 3D Detection with Multi-Level Consistency Zhipeng Luo, Zhongang Cai, Changqing Zhou, Gongjie Zhang, Haiyu Zhao, Shuai Yi, Shijian Lu, Hongsheng Li, Shanghang Zhang, Ziwei Liu

ICCV 2021 WaveFill: A Wavelet-Based Generation Network for Image Inpainting Yingchen Yu, Fangneng Zhan, Shijian Lu, Jianxiong Pan, Feiying Ma, Xuansong Xie, Chunyan Miao

IJCAI 2020 A Similarity Inference Metric for RGB-Infrared Cross-Modality Person Re-Identification Mengxi Jia, Yunpeng Zhai, Shijian Lu, Siwei Ma, Jian Zhang

ECCV 2020 AMLN: Adversarial-Based Mutual Learning Network for Online Knowledge Distillation Xiaobing Zhang, Shijian Lu, Haigang Gong, Zhipeng Luo, Ming Liu

ECCV 2020 Collaborative Learning of Gesture Recognition and 3D Hand Pose Estimation with Multi-Order Feature Analysis Siyuan Yang, Jun Liu, Shijian Lu, Meng Hwa Er, Alex C. Kot

ECCV 2020 Contextual-Relation Consistent Domain Adaptation for Semantic Segmentation Jiaxing Huang, Shijian Lu, Dayan Guan, Xiaobing Zhang

ECCV 2020 LEED: Label-Free Expression Editing via Disentanglement Rongliang Wu, Shijian Lu

ECCV 2020 Multiple Expert Brainstorming for Domain Adaptive Person Re-Identification Yunpeng Zhai, Qixiang Ye, Shijian Lu, Mengxi Jia, Rongrong Ji, Yonghong Tian

IJCAI 2019 Exploring the Task Cooperation in Multi-Goal Visual Navigation Yuechen Wu, Zhenhuan Rao, Wei Zhang, Shijian Lu, Weizhi Lu, Zheng-Jun Zha

IJCAI 2019 MSR: Multi-Scale Shape Regression for Scene Text Detection Chuhui Xue, Shijian Lu, Wei Zhang

ECCV 2018 Accurate Scene Text Detection Through Border Semantics Awareness and Bootstrapping Chuhui Xue, Shijian Lu, Fangneng Zhan

ECCV 2018 Verisimilar Image Synthesis for Accurate Detection and Recognition of Texts in Scenes Fangneng Zhan, Shijian Lu, Chuhui Xue

WACV 2017 Enriched Deep Recurrent Visual Attention Model for Multiple Object Recognition Artsiom Ablavatski, Shijian Lu, Jianfei Cai

ICCV 2017 TORNADO: A Spatio-Temporal Convolutional Regression Network for Video Action Proposal Hongyuan Zhu, Romain Vial, Shijian Lu

WACV 2017 Text-Edge-Box: An Object Proposal Approach for Scene Texts Localization Dinh Nguyen, Shijian Lu, Nizar Ouarti, Mounir Mokhtari

ICCV 2017 WeText: Scene Text Detection Under Weak Supervision Shangxuan Tian, Shijian Lu, Chongshou Li

CVPR 2016 Discriminative Multi-Modal Feature Fusion for RGBD Indoor Scene Recognition Hongyuan Zhu, Jean-Baptiste Weibel, Shijian Lu

ICCV 2015 Text Flow: A Unified Text Detection System in Natural Scene Images Shangxuan Tian, Yifeng Pan, Chang Huang, Shijian Lu, Kai Yu, Chew Lim Tan

ECCV 2012 Saliency Modeling from Image Histograms Shijian Lu, Joo-Hwee Lim

AAAI 2006 Script and Language Identification in Degraded and Distorted Document Images Shijian Lu, Chew Lim Tan