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2025

Let Samples Speak: Mitigating Spurious Correlation by Exploiting the Clusterness of SamplesWeiwei Li 0005, Junzhuo Liu 0002, Yuanyuan Ren, Yuchen Zheng, Yahao Liu, Wen Li 0001. cvpr 2025: 15486-15496 [doi]

Segmenting Anything in the Dark via Depth PerceptionPeng Liu 0049, Jinhong Deng, Lixin Duan, Wen Li 0001, Fengmao Lv. tmm, 27:2975-2986, 2025. [doi]

GeoDepth: From Point-to-Depth to Plane-to-Depth Modeling for Self-Supervised Monocular Depth EstimationHaifeng Wu, Shuhang Gu, Lixin Duan, Wen Li 0001. cvpr 2025: 11525-11535 [doi]

ResCLIP: Residual Attention for Training-free Dense Vision-language InferenceYuhang Yang, Jinhong Deng, Wen Li 0001, Lixin Duan. cvpr 2025: 29968-29978 [doi]

Domain Adaptive Detection of MAVs: A Benchmark and Noise Suppression NetworkYin Zhang, Jinhong Deng, Peidong Liu, Wen Li 0001, Shiyu Zhao. tase, 22:1764-1779, 2025. [doi]

2024

CAFA: Cross-Modal Attentive Feature Alignment for Cross-Domain Urban Scene SegmentationPeng Liu 0049, Yanqi Ge, Lixin Duan, Wen Li 0001, Fengmao Lv. tii, 20(10):11666-11675, October 2024. [doi]

Cross-Domain Detection Transformer Based on Spatial-Aware and Semantic-Aware Token AlignmentJinhong Deng, Xiaoyue Zhang, Wen Li 0001, Lixin Duan, Dong Xu 0001. tmm, 26:5234-5245, 2024. [doi]

Balanced Teacher for Source-Free Object DetectionJinhong Deng, Wen Li 0001, Lixin Duan. tcsv, 34(8):7231-7243, August 2024. [doi]

Beyond Viewpoint: Robust 3D Object Recognition Under Arbitrary Views Through Joint Multi-part RepresentationLinlong Fan, Ye Huang, Yanqi Ge, Wen Li 0001, Lixin Duan. eccv 2025: 291-309 [doi]

Adversarial Neon Beam: A light-based physical attack to DNNsChengyin Hu, Weiwen Shi, Ling Tian, Wen Li 0001. cviu, 238:103877, January 2024. [doi]

High-Level Feature Guided Decoding for Semantic SegmentationYe Huang, Di Kang, Shenghua Gao, Wen Li 0001, Lixin Duan. tcsv, 34(9):8281-8291, September 2024. [doi]

Feature Re-Representation and Reliable Pseudo Label Retraining for Cross-Domain Semantic SegmentationJing Li, Kang Zhou, Shenhan Qian, Wen Li 0001, Lixin Duan, Shenghua Gao. pami, 46(3):1682-1694, March 2024. [doi]

Transferring Multi-Modal Domain Knowledge to Uni-Modal Domain for Urban Scene SegmentationPeng Liu, Yanqi Ge, Lixin Duan, Wen Li 0001, Haonan Luo, Fengmao Lv. tits, 25(9):11576-11589, September 2024. [doi]

Powerful and Flexible: Personalized Text-to-Image Generation via Reinforcement LearningFanyue Wei, Wei Zeng, Zhenyang Li, Dawei Yin, Lixin Duan, Wen Li 0001. eccv 2025: 394-410 [doi]

Learning Semantic Latent Directions for Accurate and Controllable Human Motion PredictionGuowei Xu, Jiale Tao, Wen Li 0001, Lixin Duan. eccv 2025: 56-73 [doi]

Towards Unsupervised Model Selection for Domain Adaptive Object DetectionHengfu Yu, Jinhong Deng, Wen Li 0001, Lixin Duan. nips 2024: [doi]

2023

Noisy Label Learning With Provable Consistency for a Wider Family of LossesDefu Liu 0001, Wen Li 0001, Lixin Duan, Ivor W. Tsang, Guowu Yang. pami, 45(11):13536-13552, November 2023. [doi]

Learning continuous piecewise non-linear activation functions for deep neural networksXinchen Gao, Yawei Li, Wen Li 0001, Lixin Duan, Luc Van Gool, Luca Benini, Michele Magno. icmcs 2023: 1835-1840 [doi]

Co-MDA: Federated Multisource Domain Adaptation on Black-Box ModelsXinhui Liu, Wei Xi, Wen Li 0001, Dong Xu 0001, Gairui Bai, Jizhong Zhao. tcsv, 33(12):7658-7670, December 2023. [doi]

Deep Cross-Attention Network for Crowdfunding Success PredictionZhe Tang, Yi Yang, Wen Li 0001, Defu Lian, Lixin Duan. tmm, 25:1306-1319, 2023. [doi]

Learning Motion Refinement for Unsupervised Face AnimationJiale Tao, Shuhang Gu, Wen Li 0001, Lixin Duan. nips 2023: [doi]

Domain Adaptive Sampling for Cross-Domain Point Cloud RecognitionZiCheng Wang, Wen Li 0001, Dong Xu 0001. tcsv, 33(12):7604-7615, December 2023. [doi]

Minimizing Maximum Model Discrepancy for Transferable Black-box Targeted AttacksAnqi Zhao, Tong Chu, Yahao Liu, Wen Li 0001, Jingjing Li, Lixin Duan. cvpr 2023: 8153-8162 [doi]

2022

Denoised Maximum Classifier Discrepancy for Source-Free Unsupervised Domain AdaptationTong Chu, Yahao Liu, Jinhong Deng, Wen Li 0001, Lixin Duan. AAAI 2022: 472-480 [doi]

Text Enhancement Network for Cross-Domain Scene Text DetectionJinhong Deng, Xiulian Luo, Jiawen Zheng, Wanli Dang, Wen Li 0001. spl, 29:2203-2207, 2022. [doi]

Revisiting Random Channel Pruning for Neural Network CompressionYawei Li, Kamil Adamczewski, Wen Li 0001, Shuhang Gu, Radu Timofte, Luc Van Gool. cvpr 2022: 191-201 [doi]

Undoing the Damage of Label Shift for Cross-domain Semantic SegmentationYahao Liu, Jinhong Deng, Jiale Tao, Tong Chu, Lixin Duan, Wen Li 0001. cvpr 2022: 7032-7042 [doi]

Semantic-Aware Domain Generalized SegmentationDuo Peng, Yinjie Lei, Munawar Hayat, Yulan Guo, Wen Li 0001. cvpr 2022: 2584-2595 [doi]

Structure-Aware Motion Transfer with Deformable Anchor ModelJiale Tao, Biao Wang, Borun Xu, Tiezheng Ge, Yuning Jiang, Wen Li 0001, Lixin Duan. cvpr 2022: 3627-3636 [doi]

Motion Transformer for Unsupervised Image AnimationJiale Tao, Biao Wang, Tiezheng Ge, Yuning Jiang, Wen Li 0001, Lixin Duan. eccv 2022: 702-719 [doi]

VDM-DA: Virtual Domain Modeling for Source Data-Free Domain AdaptationJiayi Tian, Jing Zhang 0017, Wen Li 0001, Dong Xu 0001. tcsv, 32(6):3749-3760, 2022. [doi]

Learning Pixel-Level Distinctions for Video Highlight DetectionFanyue Wei, Biao Wang, Tiezheng Ge, Yuning Jiang, Wen Li 0001, Lixin Duan. cvpr 2022: 3063-3072 [doi]

Motion and Appearance Adaptation for Cross-domain Motion TransferBorun Xu, Biao Wang, Jinhong Deng, Jiale Tao, Tiezheng Ge, Yuning Jiang, Wen Li 0001, Lixin Duan. eccv 2022: 529-545 [doi]

Diverse Preference Augmentation with Multiple Domains for Cold-start RecommendationsYan Zhang, Changyu Li, Ivor W. Tsang, Hui Xu, Lixin Duan, Hongzhi Yin, Wen Li 0001, Jie Shao. icde 2022: 2942-2955 [doi]

2021

Scale-Aware Domain Adaptive Faster R-CNNYuhua Chen, Haoran Wang, Wen Li 0001, Christos Sakaridis, Dengxin Dai, Luc Van Gool. ijcv, 129(7):2223-2243, 2021. [doi]

Unbiased Mean Teacher for Cross-Domain Object DetectionJinhong Deng, Wen Li 0001, Yuhua Chen, Lixin Duan. cvpr 2021: 4091-4101 [doi]

mDALU: Multi-Source Domain Adaptation and Label Unification with Partial DatasetsRui Gong, Dengxin Dai, Yuhua Chen, Wen Li 0001, Luc Van Gool. iccv 2021: 8856-8865 [doi]

DLOW: Domain Flow and ApplicationsRui Gong, Wen Li 0001, Yuhua Chen, Dengxin Dai, Luc Van Gool. ijcv, 129(10):2865-2888, 2021. [doi]

The Heterogeneity Hypothesis: Finding Layer-Wise Differentiated Network ArchitecturesYawei Li, Wen Li 0001, Martin Danelljan, Kai Zhang 0008, Shuhang Gu, Luc Van Gool, Radu Timofte. cvpr 2021: 2144-2153 [doi]

BAPA-Net: Boundary Adaptation and Prototype Alignment for Cross-domain Semantic SegmentationYahao Liu, Jinhong Deng, Xinchen Gao, Wen Li 0001, Lixin Duan. iccv 2021: 8781-8791 [doi]

Counterfactual Debiasing Inference for Compositional Action RecognitionPengzhan Sun, Bo Wu, Xunsong Li, Wen Li 0001, Lixin Duan, Chuang Gan. mm 2021: 3220-3228 [doi]

Cross-Dataset Point Cloud Recognition Using Deep-Shallow Domain Adaptation NetworkFeiyu Wang, Wen Li 0001, Dong Xu 0001. TIP, 30:7364-7377, 2021. [doi]

Move As You Like: Image Animation in E-Commerce ScenarioBorun Xu, Biao Wang, Jiale Tao, Tiezheng Ge, Yuning Jiang, Wen Li 0001, Lixin Duan. mm 2021: 2759-2761 [doi]

SRDAN: Scale-Aware and Range-Aware Domain Adaptation Network for Cross-Dataset 3D Object DetectionWeichen Zhang, Wen Li 0001, Dong Xu 0001. cvpr 2021: 6769-6779 [doi]

Multi-Scale Enhanced Active Learning for Skeleton-Based Action RecognitionYuhan Zhang, Zhiyu Zhao, Wen Li 0001, Lixin Duan. icmcs 2021: 1-6 [doi]

STST: Spatial-Temporal Specialized Transformer for Skeleton-based Action RecognitionYuhan Zhang, Bo Wu, Wen Li 0001, Lixin Duan, Chuang Gan. mm 2021: 3229-3237 [doi]

2018

Domain Generalization and Adaptation Using Low Rank Exemplar SVMsWen Li 0001, Zheng Xu, Dong Xu, Dengxin Dai, Luc Van Gool. pami, 40(5):1114-1127, 2018. [doi]

Visual Recognition in RGB Images and Videos by Learning from RGB-D DataWen Li 0001, Lin Chen, Dong Xu 0001, Luc Van Gool. pami, 40(8):2030-2036, 2018. [doi]

Domain Adaptive Faster R-CNN for Object Detection in the WildYuhua Chen, Wen Li 0001, Christos Sakaridis, Dengxin Dai, Luc Van Gool. cvpr 2018: 3339-3348 [doi]

ROAD: Reality Oriented Adaptation for Semantic Segmentation of Urban ScenesYuhua Chen, Wen Li 0001, Luc Van Gool. cvpr 2018: 7892-7901 [doi]

Dividing and Aggregating Network for Multi-view Action RecognitionDongang Wang, Wanli Ouyang, Wen Li 0001, Dong Xu. eccv 2018: 457-473 [doi]

Appearance-and-Relation Networks for Video ClassificationLimin Wang, Wei Li, Wen Li 0001, Luc Van Gool. cvpr 2018: 1430-1439 [doi]

Semi-Supervised Optimal Transport for Heterogeneous Domain AdaptationYuguang Yan, Wen Li 0001, Hanrui Wu, HuaQing Min, Mingkui Tan, Qingyao Wu. IJCAI 2018: 2969-2975 [doi]

Collaborative and Adversarial Network for Unsupervised Domain AdaptationWeichen Zhang, Wanli Ouyang, Wen Li 0001, Dong Xu 0001. cvpr 2018: 3801-3809 [doi]

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