| 2026 | AAAI | Rethinking Open-world Prompt Tuning: A Systematic Framework for Evaluation and Optimization. | Mengwei Li, Zilei Wang, Yixin Zhang |
| 2026 | AAAI | PosPrune: Visual Token Pruning with Positional Bias Correction for Efficient Large Vision-Language Models. | Ziyang Wang, Mengwei Li, Hao Yin, Wenhao Liu, Zilei Wang |
| 2026 | AAAI | Training-free Boosting for Few-shot Segmentation via Generalizing Semantic Mining. | Kangyu Xiao, Zilei Wang, Yixin Zhang, Junjie Li |
| 2026 | ACL | MoPrune: Scene-Guided Motion-Aware Token Pruning for Efficient Video Large Language Models. | Wenhao Hong, Ziyang Wang, Yixin Zhang, Zilei Wang |
| 2026 | ACL | Beyond Static Personas: Situational Personality Steering for Large Language Models. | Zesheng Wei, Mengxiang Li, Zilei Wang, Yang Deng |
| 2026 | ACL | From Completion to Editing: Unlocking Context-Aware Code Infilling via Search-and-Replace Instruction Tuning. | Jiajun Zhang, Zeyu Cui, Jiaxi Yang, Lei Zhang, Yuheng Jing, Zeyao Ma, Tianyi Bai, Zilei Wang, Qiang Liu, Liang Wang, Binyuan Hui, Junyang Lin |
| 2026 | ACL | RealChart2Code: Bridging the Gap in Real-World Chart-to-Code Generation via Multi-Task Evaluation. | Jiajun Zhang, Yuying Li, Zhixun Li, Xingyu Guo, Jingzhuo Wu, Leqi Zheng, Yiran Yang, Jianke Zhang, Qingbin Li, Shannan Yan, Changguo Jia, Junfei Wu, Zilei Wang, Qiang Liu, Liang Wang |
| 2025 | AAAI | Target Semantics Clustering via Text Representations for Robust Universal Domain Adaptation. | Weinan He, Zilei Wang, Yixin Zhang |
| 2025 | AAAI | Exploring Vacant Classes in Label-Skewed Federated Learning. | Kuangpu Guo, Yuhe Ding, Jian Liang, Zilei Wang, Ran He, Tieniu Tan |
| 2025 | AAAI | Protecting Model Adaptation from Trojans in the Unlabeled Data. | Lijun Sheng, Jian Liang, Ran He, Zilei Wang, Tieniu Tan |
| 2025 | AAAI | GCD: Advancing Vision-Language Models for Incremental Object Detection via Global Alignment and Correspondence Distillation. | Xu Wang, Zilei Wang, Zihan Lin |
| 2025 | ACL | Divide-Then-Align: Honest Alignment based on the Knowledge Boundary of RAG. | Xin Sun, Jianan Xie, Zhongqi Chen, Qiang Liu, Shu Wu, Yuehe Chen, Bowen Song, Zilei Wang, Weiqiang Wang, Liang Wang |
| 2025 | CVPR | Towards Continual Universal Segmentation. | Zihan Lin, Zilei Wang, Xu Wang |
| 2025 | CVPR | R-TPT: Improving Adversarial Robustness of Vision-Language Models through Test-Time Prompt Tuning. | Lijun Sheng, Jian Liang, Zilei Wang, Ran He |
| 2025 | CVPR | Task Preference Optimization: Improving Multimodal Large Language Models with Vision Task Alignment. | Ziang Yan, Zhilin Li, Yinan He, Chenting Wang, Kunchang Li, Xinhao Li, Xiangyu Zeng, Zilei Wang, Yali Wang, Yu Qiao, Limin Wang, Yi Wang |
| 2025 | CVPR | Lifting the Veil on Visual Information Flow in MLLMs: Unlocking Pathways to Faster Inference. | Hao Yin, Guangzong Si, Zilei Wang |
| 2025 | CVPR | ClearSight: Visual Signal Enhancement for Object Hallucination Mitigation in Multimodal Large Language Models. | Hao Yin, Guangzong Si, Zilei Wang |
| 2025 | ICCV | Cooperative Pseudo Labeling for Unsupervised Federated Classification. | Kuangpu Guo, Lijun Sheng, Yongcan Yu, Jian Liang, Zilei Wang, Ran He |
| 2025 | ICCV | Progressive Distribution Bridging: Unsupervised Adaptation for Large-Scale Pre-Trained Models via Adaptive Auxiliary Data. | Weinan He, Yixin Zhang, Zilei Wang |
| 2025 | ICLR | LoRA-Pro: Are Low-Rank Adapters Properly Optimized? | Zhengbo Wang, Jian Liang, Ran He, Zilei Wang, Tieniu Tan |
| 2024 | AAAI | A Dynamic Learning Method towards Realistic Compositional Zero-Shot Learning. | Xiaoming Hu, Zilei Wang |
| 2024 | CIKM | Evolving to the Future: Unseen Event Adaptive Fake News Detection on Social Media. | Jiajun Zhang, Zhixun Li, Qiang Liu, Shu Wu, Zilei Wang, Liang Wang |
| 2024 | CVPR | Infer from What You Have Seen Before: Temporally-dependent Classifier for Semi-supervised Video Segmentation. | Jiafan Zhuang, Zilei Wang, Yixin Zhang, Zhun Fan |
| 2024 | ECCV | Efficient Active Domain Adaptation for Semantic Segmentation by Selecting Information-Rich Superpixels. | Yuan Gao, Zilei Wang, Yixin Zhang, Bohai Tu |
| 2024 | ECCV | Semantic-Guided Robustness Tuning for Few-Shot Transfer Across Extreme Domain Shift. | Kangyu Xiao, Zilei Wang, Junjie Li |
| 2024 | ICLR | A Hard-to-Beat Baseline for Training-free CLIP-based Adaptation. | Zhengbo Wang, Jian Liang, Lijun Sheng, Ran He, Zilei Wang, Tieniu Tan |
| 2024 | ICML | Connecting the Dots: Collaborative Fine-tuning for Black-Box Vision-Language Models. | Zhengbo Wang, Jian Liang, Ran He, Zilei Wang, Tieniu Tan |
| 2024 | IJCAI | Probabilistic Contrastive Learning for Domain Adaptation. | Junjie Li, Yixin Zhang, Zilei Wang, Saihui Hou, Keyu Tu, Man Zhang |
| 2024 | IJCNN | Learning Energy-Based Models for 3D Human Pose Estimation. | Xianglu Zhu, Zhang Zhang, Wei Wang, Zilei Wang, Liang Wang |
| 2024 | KDD | DIVE: Subgraph Disagreement for Graph Out-of-Distribution Generalization. | Xin Sun, Liang Wang, Qiang Liu, Shu Wu, Zilei Wang, Liang Wang |
| 2023 | AAAI | Exploit Domain-Robust Optical Flow in Domain Adaptive Video Semantic Segmentation. | Yuan Gao, Zilei Wang, Jiafan Zhuang, Yixin Zhang, Junjie Li |
| 2023 | AAAI | Leveraging Sub-class Discimination for Compositional Zero-Shot Learning. | Xiaoming Hu, Zilei Wang |
| 2023 | AAAI | Actionness Inconsistency-Guided Contrastive Learning for Weakly-Supervised Temporal Action Localization. | Zhilin Li, Zilei Wang, Qinying Liu |
| 2023 | CVPR | SimpleNet: A Simple Network for Image Anomaly Detection and Localization. | Zhikang Liu, Yiming Zhou, Yuansheng Xu, Zilei Wang |
| 2023 | CVPR | Boundary-enhanced Co-training for Weakly Supervised Semantic Segmentation. | Shenghai Rong, Bohai Tu, Zilei Wang, Junjie Li |
| 2023 | CVPR | Class Relationship Embedded Learning for Source-Free Unsupervised Domain Adaptation. | Yixin Zhang, Zilei Wang, Weinan He |
| 2023 | EMNLP | Noise-Robust Semi-Supervised Learning for Distantly Supervised Relation Extraction. | Xin Sun, Qiang Liu, Shu Wu, Zilei Wang, Liang Wang |
| 2023 | ICASSP | Notice of Removal: Exploiting Semantic Attributes for Transductive Zero-Shot Learning. | Zhengbo Wang, Jian Liang, Zilei Wang, Tieniu Tan |
| 2023 | ICCV | Preparing the Future for Continual Semantic Segmentation. | Zihan Lin, Zilei Wang, Yixin Zhang |
| 2023 | ICCV | Revisiting Foreground and Background Separation in Weakly-supervised Temporal Action Localization: A Clustering-based Approach. | Qinying Liu, Zilei Wang, Shenghai Rong, Junjie Li, Yixin Zhang |
| 2023 | ICCV | Towards Effective Instance Discrimination Contrastive Loss for Unsupervised Domain Adaptation. | Yixin Zhang, Zilei Wang, Junjie Li, Jiafan Zhuang, Zihan Lin |
| 2022 | CVPR | Semi-Supervised Video Semantic Segmentation with Inter-Frame Feature Reconstruction. | Jiafan Zhuang, Zilei Wang, Yuan Gao |
| 2022 | ECCV | Cross-Domain Cross-Set Few-Shot Learning via Learning Compact and Aligned Representations. | Wentao Chen, Zhang Zhang, Wei Wang, Liang Wang, Zilei Wang, Tieniu Tan |
| 2022 | ECCV | Continual Semantic Segmentation via Structure Preserving and Projected Feature Alignment. | Zihan Lin, Zilei Wang, Yixin Zhang |
| 2022 | ECCV | Collaborating Domain-Shared and Target-Specific Feature Clustering for Cross-domain 3D Action Recognition. | Qinying Liu, Zilei Wang |
| 2022 | ICML | Disentangled Federated Learning for Tackling Attributes Skew via Invariant Aggregation and Diversity Transferring. | Zhengquan Luo, Yunlong Wang, Zilei Wang, Zhenan Sun, Tieniu Tan |
| 2021 | AAAI | Learning Intact Features by Erasing-Inpainting for Few-shot Classification. | Junjie Li, Zilei Wang, Xiaoming Hu |
| 2021 | AAAI | Efficient License Plate Recognition via Holistic Position Attention. | Yesheng Zhang, Zilei Wang, Jiafan Zhuang |
| 2021 | CVPR | RPN Prototype Alignment for Domain Adaptive Object Detector. | Yixin Zhang, Zilei Wang, Yushi Mao |
| 2021 | IJCAI | Few-Shot Learning with Part Discovery and Augmentation from Unlabeled Images. | Wentao Chen, Chenyang Si, Wei Wang, Liang Wang, Zilei Wang, Tieniu Tan |
| 2020 | AAAI | Progressive Boundary Refinement Network for Temporal Action Detection. | Qinying Liu, Zilei Wang |
| 2020 | AAAI | Joint Adversarial Learning for Domain Adaptation in Semantic Segmentation. | Yixin Zhang, Zilei Wang |
| 2020 | ECCV | Polynomial Regression Network for Variable-Number Lane Detection. | Bingke Wang, Zilei Wang, Yixin Zhang |
| 2020 | ICPR | Image Inpainting with Contrastive Relation Network. | Xiaoqiang Zhou, Junjie Li, Zilei Wang, Ran He, Tieniu Tan |
| 2019 | AAAI | Weighted Channel Dropout for Regularization of Deep Convolutional Neural Network. | Saihui Hou, Zilei Wang |
| 2019 | CVPR | Learning a Unified Classifier Incrementally via Rebalancing. | Saihui Hou, Xinyu Pan, Chen Change Loy, Zilei Wang, Dahua Lin |
| 2019 | CVPR | Meta-SR: A Magnification-Arbitrary Network for Super-Resolution. | Xuecai Hu, Haoyuan Mu, Xiangyu Zhang, Zilei Wang, Tieniu Tan, Jian Sun |
| 2019 | IJCAI | Densely Supervised Hierarchical Policy-Value Network for Image Paragraph Generation. | Siying Wu, Zheng-Jun Zha, Zilei Wang, Houqiang Li, Feng Wu |
| 2018 | AAAI | Lateral Inhibition-Inspired Convolutional Neural Network for Visual Attention and Saliency Detection. | Chunshui Cao, Yongzhen Huang, Zilei Wang, Liang Wang, Ninglong Xu, Tieniu Tan |
| 2018 | ACCV | SMC: Single-Stage Multi-location Convolutional Network for Temporal Action Detection. | Zhikang Liu, Zilei Wang, Yan Zhao, Ye Tian |
| 2018 | ACML | CCNet: Cluster-Coordinated Net for Learning Multi-agent Communication Protocols with Reinforcement Learning. | Xin Wen, Zheng-Jun Zha, Zilei Wang, Liansheng Zhuang, Houqiang Li |
| 2018 | ECCV | Lifelong Learning via Progressive Distillation and Retrospection. | Saihui Hou, Xinyu Pan, Chen Change Loy, Zilei Wang, Dahua Lin |
| 2018 | ECCV | End-to-End View Synthesis for Light Field Imaging with Pseudo 4DCNN. | Yunlong Wang, Fei Liu, Zilei Wang, Guangqi Hou, Zhenan Sun, Tieniu Tan |
| 2018 | ECCV | Towards Human-Level License Plate Recognition. | Jiafan Zhuang, Saihui Hou, Zilei Wang, Zheng-Jun Zha |
| 2017 | ICCV | VegFru: A Domain-Specific Dataset for Fine-Grained Visual Categorization. | Saihui Hou, Yushan Feng, Zilei Wang |
| 2017 | ICCV | DualNet: Learn Complementary Features for Image Recognition. | Saihui Hou, Xu Liu, Zilei Wang |
| 2017 | ICIP | Improving human action recognitionby temporal attention. | Zhikang Liu, Ye Tian, Zilei Wang |
| 2016 | ACCV | Stacked Overcomplete Independent Component Analysis for Action Recognition. | Zhikang Liu, Ye Tian, Zilei Wang |
| 2016 | CVPR | Deeply Exploit Depth Information for Object Detection. | Saihui Hou, Zilei Wang, Feng Wu |
| 2016 | CVPR | Highway Vehicle Counting in Compressed Domain. | Xu Liu, Zilei Wang, Jiashi Feng, Hongsheng Xi |
| 2016 | ICIP | A simple and robust super resolution method for light field images. | Yunlong Wang, Guangqi Hou, Zhenan Sun, Zilei Wang, Tieniu Tan |
| 2015 | ICCV | Look and Think Twice: Capturing Top-Down Visual Attention with Feedback Convolutional Neural Networks. | Chunshui Cao, Xianming Liu, Yi Yang, Yinan Yu, Jiang Wang, Zilei Wang, Yongzhen Huang, Liang Wang, Chang Huang, Wei Xu, Deva Ramanan, Thomas S. Huang |
| 2014 | ACCV | Salient Object Detection via Saliency Spread. | Dao Xiang, Zilei Wang |
| 2012 | ECCV | Auto-Grouped Sparse Representation for Visual Analysis. | Jiashi Feng, Xiaotong Yuan, Zilei Wang, Huan Xu, Shuicheng Yan |
| 2005 | ICNC | A Fast Online SVM Algorithm for Variable-Step CDMA Power Control. | Yu Zhao, Hongsheng Xi, Zilei Wang |