| 2026 | AAAI | Time-Frequency Token Advantage Clipping for Training Efficient Large Reasoning Model. | Rong Bao, Bo Wang, Xiao Wang, Hongyu Li, Rui Zheng, Leszek Rutkowski, Qi Zhang, Liang Ding, Dacheng Tao |
| 2026 | AAAI | CogniTrust: Cognitive Memory-Driven Verifiable Supervision for Robust Hashing. | Yiyang Gu, Bohan Wu, Yifang Qin, Jiaru Tang, Rong-Cheng Tu, Zhiping Xiao, Taian Guo, Junyu Luo, Wei Ju, Xiao Luo, Dacheng Tao, Ming Zhang |
| 2026 | AAAI | AD-FM: Multimodal LLMs for Anomaly Detection via Multi-Stage Reasoning and Fine-Grained Reward Optimization. | Jingyi Liao, Yongyi Su, Rong-Cheng Tu, Zhao Jin, Wenhao Sun, Yiting Li, Xun Xu, Dacheng Tao, Xulei Yang |
| 2026 | AAAI | Lightning Fast Caching-based Parallel Denoising Prediction for Accelerating Talking Head Generation. | Jianzhi Long, Wenhao Sun, Rong-Cheng Tu, Dacheng Tao |
| 2026 | AAAI | Free-Form Scene Editor: Enabling Multi-Round Object Manipulation Like in a 3D Engine. | Xincheng Shuai, Zhenyuan Qin, Henghui Ding, Dacheng Tao |
| 2026 | AAAI | Bridging the Tokenizer Gap: Semantics and Distribution-aware Knowledge Transfer for Unbiased Cross-Tokenizer Distillation. | Huazheng Wang, Yongcheng Jing, Haifeng Sun, Jingyu Wang, Jianxin Liao, Leszek Rutkowski, Dacheng Tao |
| 2026 | AAAI | SRD: Reinforcement-Learned Semantic Perturbation for Backdoor Defense in VLMs. | Shuhan Xu, Siyuan Liang, Hongling Zheng, Aishan Liu, Xinbiao Wang, Yong Luo, Fu Lin, Leszek Rutkowski, Dacheng Tao |
| 2026 | ACL | Powering Verifiable Learning via Automated Evolutionary Data Synthesis. | He Du, Bowen Li, Aijun Yang, Siyang He, Qipeng Guo, Kai Chen, Dacheng Tao |
| 2026 | ACL | Reasoning-Guided Exploration for Online DPO. | Zetian Hu, Shunyu Liu, Ting-En Lin, Fei Huang, Yongbin Li, Dacheng Tao |
| 2026 | ACL | SAFER: A Controllable Safeguard for LLMs against Backdoor Attacks. | Zirui Hu, Zheng Zhang, Yingjie Wang, Dacheng Tao |
| 2026 | ACL | The Bitter Lesson of Diffusion Language Models for Agentic Workflows: A Comprehensive Reality Check. | Qingyu Lu, Liang Ding, Kanjian Zhang, Jinxia Zhang, Dacheng Tao |
| 2026 | ACL | O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning. | Haotian Luo, Haiying He, Yibo Wang, Shiwei Liu, Wei Li, Xiaochun Cao, Dacheng Tao, Naiqiang Tan, Li Shen |
| 2026 | ACL | Erasing Without Remembering: Implicit Knowledge Forgetting in Large Language Models. | Huazheng Wang, Yongcheng Jing, Haifeng Sun, Yingjie Wang, Jingyu Wang, Jianxin Liao, Dacheng Tao |
| 2026 | ACL | GeometryZero: Advancing Geometry Solving via Group Contrastive Policy Optimization. | Yikun Wang, Yibin Wang, Dianyi Wang, Zimian Peng, Qipeng Guo, Dacheng Tao, Jiaqi Wang |
| 2026 | ACL | RouteMoA: Dynamic Routing without Pre-Inference Boosts Efficient Mixture-of-Agents. | Jize Wang, Han Wu, Zhiyuan You, Yiming Song, Yijun Wang, Zifei Shan, Yining Li, Songyang Zhang, Xinyi Le, Cailian Chen, Xinping Guan, Dacheng Tao |
| 2026 | ACL | Reason-KE++: Aligning the Process, Not Just the Outcome, for Faithful LLM Knowledge Editing. | Yuchen Wu, Liang Ding, Li Shen, Dacheng Tao |
| 2026 | ACL | SEAD: A Surrogate-free Label-only Membership Inference Attack against Pre-trained LLMs with Semantic-Aware Density. | Biao Yi, Jiahao Li, Yiming Li, Yu He, Baolei Zhang, Zheli Liu, Dacheng Tao |
| 2026 | ACL | Controllable Contamination Detection for Reliable LLM Evaluation with Statistical Guarantees. | Zheng Zhang, Qi Liu, Siyuan Liang, Ning Li, Zirui Hu, Weibo Gao, Rui Li, Zhenya Huang, Leszek Rutkowski, Baosheng Yu, Dacheng Tao |
| 2026 | ACL | Distillation Traps and Guards: A Calibration Knob for LLM Distillability. | Weixiao Zhan, Yongcheng Jing, Leszek Rutkowski, Dacheng Tao |
| 2025 | AAAI | Modeling All Response Surfaces in One for Conditional Search Spaces. | Jiaxing Li, Wei Liu, Chao Xue, Yibing Zhan, Xiaoxing Wang, Weifeng Liu, Dacheng Tao |
| 2025 | AAAI | Divide, Conquer and Combine: A Training-Free Framework for High-Resolution Image Perception in Multimodal Large Language Models. | Wenbin Wang, Liang Ding, Minyan Zeng, Xiabin Zhou, Li Shen, Yong Luo, Wei Yu, Dacheng Tao |
| 2025 | AAAI | Improving Complex Reasoning over Knowledge Graph with Logic-Aware Curriculum Tuning. | Tianle Xia, Liang Ding, Guojia Wan, Yibing Zhan, Bo Du, Dacheng Tao |
| 2025 | ACL | Dynamic Parallel Tree Search for Efficient LLM Reasoning. | Yifu Ding, Wentao Jiang, Shunyu Liu, Yongcheng Jing, Jinyang Guo, Yingjie Wang, Jing Zhang, Zengmao Wang, Ziwei Liu, Bo Du, Xianglong Liu, Dacheng Tao |
| 2025 | ACL | ELBA-Bench: An Efficient Learning Backdoor Attacks Benchmark for Large Language Models. | Xuxu Liu, Siyuan Liang, Mengya Han, Yong Luo, Aishan Liu, Xiantao Cai, Zheng He, Dacheng Tao |
| 2025 | ACL | Enhancing Input-Label Mapping in In-Context Learning with Contrastive Decoding. | Keqin Peng, Liang Ding, Yuanxin Ouyang, Meng Fang, Yancheng Yuan, Dacheng Tao |
| 2025 | ACL | VisuoThink: Empowering LVLM Reasoning with Multimodal Tree Search. | Yikun Wang, Siyin Wang, Qinyuan Cheng, Zhaoye Fei, Liang Ding, Qipeng Guo, Dacheng Tao, Xipeng Qiu |
| 2025 | ACL | Edit Once, Update Everywhere: A Simple Framework for Cross-Lingual Knowledge Synchronization in LLMs. | Yuchen Wu, Liang Ding, Li Shen, Dacheng Tao |
| 2025 | ACL | Supervised Optimism Correction: Be Confident When LLMs Are Sure. | Junjie Zhang, Rushuai Yang, Shunyu Liu, Ting-En Lin, Fei Huang, Yi Chen, Yongbin Li, Dacheng Tao |
| 2025 | ACL | KaFT: Knowledge-aware Fine-tuning for Boosting LLMs' Domain-specific Question-Answering Performance. | Qihuang Zhong, Liang Ding, Xiantao Cai, Juhua Liu, Bo Du, Dacheng Tao |
| 2025 | COLING | MQM-APE: Toward High-Quality Error Annotation Predictors with Automatic Post-Editing in LLM Translation Evaluators. | Qingyu Lu, Liang Ding, Kanjian Zhang, Jinxia Zhang, Dacheng Tao |
| 2025 | COLING | Intention Analysis Makes LLMs A Good Jailbreak Defender. | Yuqi Zhang, Liang Ding, Lefei Zhang, Dacheng Tao |
| 2025 | COLING | Large Language Models as an Indirect Reasoner: Contrapositive and Contradiction for Automated Reasoning. | Yanfang Zhang, Yiliu Sun, Yibing Zhan, Dapeng Tao, Dacheng Tao, Chen Gong |
| 2025 | CVPR | Neuron: Learning Context-Aware Evolving Representations for Zero-Shot Skeleton Action Recognition. | Yang Chen, Jingcai Guo, Song Guo, Dacheng Tao |
| 2025 | CVPR | LoRA Recycle: Unlocking Tuning-Free Few-Shot Adaptability in Visual Foundation Models by Recycling Pre-Tuned LoRAs. | Zixuan Hu, Yongxian Wei, Li Shen, Chun Yuan, Dacheng Tao |
| 2025 | CVPR | Revisiting Backdoor Attacks against Large Vision-Language Models from Domain Shift. | Siyuan Liang, Jiawei Liang, Tianyu Pang, Chao Du, Aishan Liu, Mingli Zhu, Xiaochun Cao, Dacheng Tao |
| 2025 | EMNLP | Runaway is Ashamed, But Helpful: On the Early-Exit Behavior of Large Language Model-based Agents in Embodied Environments. | Qingyu Lu, Liang Ding, Siyi Cao, Xuebo Liu, Kanjian Zhang, Jinxia Zhang, Dacheng Tao |
| 2025 | EMNLP | Robust Knowledge Editing via Explicit Reasoning Chains for Distractor-Resilient Multi-Hop QA. | Yuchen Wu, Liang Ding, Li Shen, Dacheng Tao |
| 2025 | EMNLP | Reasoning-Augmented Conversation for Multi-Turn Jailbreak Attacks on Large Language Models. | Zonghao Ying, Deyue Zhang, Zonglei Jing, Yisong Xiao, Quanchen Zou, Aishan Liu, Siyuan Liang, Xiangzheng Zhang, Xianglong Liu, Dacheng Tao |
| 2025 | ICCV | Harnessing Text-to-Image Diffusion Models for Point Cloud Self-Supervised Learning. | Yiyang Chen, Shanshan Zhao, Lunhao Duan, Changxing Ding, Dacheng Tao |
| 2024 | AAAI | TD²-Net: Toward Denoising and Debiasing for Video Scene Graph Generation. | Xin Lin, Chong Shi, Yibing Zhan, Zuopeng Yang, Yaqi Wu, Dacheng Tao |
| 2024 | AAAI | Multi-Step Denoising Scheduled Sampling: Towards Alleviating Exposure Bias for Diffusion Models. | Zhiyao Ren, Yibing Zhan, Liang Ding, Gaoang Wang, Chaoyue Wang, Zhongyi Fan, Dacheng Tao |
| 2024 | AAAI | SimDistill: Simulated Multi-Modal Distillation for BEV 3D Object Detection. | Haimei Zhao, Qiming Zhang, Shanshan Zhao, Zhe Chen, Jing Zhang, Dacheng Tao |
| 2024 | ACL | DB-LLM: Accurate Dual-Binarization for Efficient LLMs. | Hong Chen, Chengtao Lv, Liang Ding, Haotong Qin, Xiabin Zhou, Yifu Ding, Xuebo Liu, Min Zhang, Jinyang Guo, Xianglong Liu, Dacheng Tao |
| 2024 | ACL | Error Analysis Prompting Enables Human-Like Translation Evaluation in Large Language Models. | Qingyu Lu, Baopu Qiu, Liang Ding, Kanjian Zhang, Tom Kocmi, Dacheng Tao |
| 2024 | ACL | Revisiting Demonstration Selection Strategies in In-Context Learning. | Keqin Peng, Liang Ding, Yancheng Yuan, Xuebo Liu, Min Zhang, Yuanxin Ouyang, Dacheng Tao |
| 2024 | ACL | OOP: Object-Oriented Programming Evaluation Benchmark for Large Language Models. | Shuai Wang, Liang Ding, Li Shen, Yong Luo, Bo Du, Dacheng Tao |
| 2024 | ACL | Uncertainty Aware Learning for Language Model Alignment. | Yikun Wang, Rui Zheng, Liang Ding, Qi Zhang, Dahua Lin, Dacheng Tao |
| 2024 | ACL | Speech Sense Disambiguation: Tackling Homophone Ambiguity in End-to-End Speech Translation. | Tengfei Yu, Xuebo Liu, Liang Ding, Kehai Chen, Dacheng Tao, Min Zhang |
| 2024 | ACL | Revisiting Knowledge Distillation for Autoregressive Language Models. | Qihuang Zhong, Liang Ding, Li Shen, Juhua Liu, Bo Du, Dacheng Tao |
| 2024 | ACL | ROSE Doesn't Do That: Boosting the Safety of Instruction-Tuned Large Language Models with Reverse Prompt Contrastive Decoding. | Qihuang Zhong, Liang Ding, Juhua Liu, Bo Du, Dacheng Tao |
| 2024 | COLING | 3AM: An Ambiguity-Aware Multi-Modal Machine Translation Dataset. | Xinyu Ma, Xuebo Liu, Derek F. Wong, Jun Rao, Bei Li, Liang Ding, Lidia S. Chao, Dacheng Tao, Min Zhang |
| 2024 | COLING | Take Care of Your Prompt Bias! Investigating and Mitigating Prompt Bias in Factual Knowledge Extraction. | Ziyang Xu, Keqin Peng, Liang Ding, Dacheng Tao, Xiliang Lu |
| 2024 | CVPR | Local-consistent Transformation Learning for Rotation-invariant Point Cloud Analysis. | Yiyang Chen, Lunhao Duan, Shanshan Zhao, Changxing Ding, Dacheng Tao |
| 2024 | CVPR | One More Step: A Versatile Plug-and-Play Module for Rectifying Diffusion Schedule Flaws and Enhancing Low-Frequency Controls. | Minghui Hu, Jianbin Zheng, Chuanxia Zheng, Chaoyue Wang, Dacheng Tao, Tat-Jen Cham |
| 2024 | CVPR | Free: Faster and Better Data-Free Meta-Learning. | Yongxian Wei, Zixuan Hu, Zhenyi Wang, Li Shen, Chun Yuan, Dacheng Tao |
| 2024 | CVPR | Sheared Backpropagation for Fine-Tuning Foundation Models. | Zhiyuan Yu, Li Shen, Liang Ding, Xinmei Tian, Yixin Chen, Dacheng Tao |
| 2024 | CVPR | UniMix: Towards Domain Adaptive and Generalizable LiDAR Semantic Segmentation in Adverse Weather. | Haimei Zhao, Jing Zhang, Zhuo Chen, Shanshan Zhao, Dacheng Tao |
| 2024 | ECAI | Diversifying the Mixture-of-Experts Representation for Language Models with Orthogonal Optimizer. | Boan Liu, Liang Ding, Li Shen, Keqin Peng, Yu Cao, Dazhao Cheng, Dacheng Tao |
| 2024 | ECCV | Fisher Calibration for Backdoor-Robust Heterogeneous Federated Learning. | Wenke Huang, Mang Ye, Zekun Shi, Bo Du, Dacheng Tao |
| 2024 | ECCV | Synergy of Sight and Semantics: Visual Intention Understanding with CLIP. | Qu Yang, Mang Ye, Dacheng Tao |
| 2024 | EMNLP | LLMC: Benchmarking Large Language Model Quantization with a Versatile Compression Toolkit. | Ruihao Gong, Yang Yong, Shiqiao Gu, Yushi Huang, Chengtao Lv, Yunchen Zhang, Dacheng Tao, Xianglong Liu |
| 2024 | EMNLP | Revisiting Catastrophic Forgetting in Large Language Model Tuning. | Hongyu Li, Liang Ding, Meng Fang, Dacheng Tao |
| 2024 | EMNLP | Self-Powered LLM Modality Expansion for Large Speech-Text Models. | Tengfei Yu, Xuebo Liu, Zhiyi Hou, Liang Ding, Dacheng Tao, Min Zhang |
| 2024 | EMNLP | Learning from Imperfect Data: Towards Efficient Knowledge Distillation of Autoregressive Language Models for Text-to-SQL. | Qihuang Zhong, Kunfeng Chen, Liang Ding, Juhua Liu, Bo Du, Dacheng Tao |
| 2023 | AAAI | Offline Quantum Reinforcement Learning in a Conservative Manner. | Zhihao Cheng, Kaining Zhang, Li Shen, Dacheng Tao |
| 2023 | AAAI | Improving Simultaneous Machine Translation with Monolingual Data. | Hexuan Deng, Liang Ding, Xuebo Liu, Meishan Zhang, Dacheng Tao, Min Zhang |
| 2023 | AAAI | Learning to Learn Better for Video Object Segmentation. | Meng Lan, Jing Zhang, Lefei Zhang, Dacheng Tao |
| 2023 | AAAI | FedABC: Targeting Fair Competition in Personalized Federated Learning. | Dui Wang, Li Shen, Yong Luo, Han Hu, Kehua Su, Yonggang Wen, Dacheng Tao |
| 2023 | AAAI | DPText-DETR: Towards Better Scene Text Detection with Dynamic Points in Transformer. | Maoyuan Ye, Jing Zhang, Shanshan Zhao, Juhua Liu, Bo Du, Dacheng Tao |
| 2023 | AAAI | Evaluating Model-Free Reinforcement Learning toward Safety-Critical Tasks. | Linrui Zhang, Qin Zhang, Li Shen, Bo Yuan, Xueqian Wang, Dacheng Tao |
| 2023 | AAAI | ContraFeat: Contrasting Deep Features for Semantic Discovery. | Xinqi Zhu, Chang Xu, Dacheng Tao |
| 2023 | ACL | CASN: Class-Aware Score Network for Textual Adversarial Detection. | Rong Bao, Rui Zheng, Liang Ding, Qi Zhang, Dacheng Tao |
| 2023 | ACL | TransGEC: Improving Grammatical Error Correction with Translationese. | Tao Fang, Xuebo Liu, Derek F. Wong, Runzhe Zhan, Liang Ding, Lidia S. Chao, Dacheng Tao, Min Zhang |
| 2023 | ACL | PAD-Net: An Efficient Framework for Dynamic Networks. | Shwai He, Liang Ding, Daize Dong, Boan Liu, Fuqiang Yu, Dacheng Tao |
| 2023 | ACL | Unsupervised Dense Retrieval with Relevance-Aware Contrastive Pre-Training. | Yibin Lei, Liang Ding, Yu Cao, Changtong Zan, Andrew Yates, Dacheng Tao |
| 2023 | ACL | Toward Human-Like Evaluation for Natural Language Generation with Error Analysis. | Qingyu Lu, Liang Ding, Liping Xie, Kanjian Zhang, Derek F. Wong, Dacheng Tao |
| 2023 | ACL | Token-Level Self-Evolution Training for Sequence-to-Sequence Learning. | Keqin Peng, Liang Ding, Qihuang Zhong, Yuanxin Ouyang, Wenge Rong, Zhang Xiong, Dacheng Tao |
| 2023 | ACL | Divide, Conquer, and Combine: Mixture of Semantic-Independent Experts for Zero-Shot Dialogue State Tracking. | Qingyue Wang, Liang Ding, Yanan Cao, Yibing Zhan, Zheng Lin, Shi Wang, Dacheng Tao, Li Guo |
| 2023 | ACL | Self-Evolution Learning for Discriminative Language Model Pretraining. | Qihuang Zhong, Liang Ding, Juhua Liu, Bo Du, Dacheng Tao |
| 2023 | ACL | Revisiting Token Dropping Strategy in Efficient BERT Pretraining. | Qihuang Zhong, Liang Ding, Juhua Liu, Xuebo Liu, Min Zhang, Bo Du, Dacheng Tao |
| 2023 | AISTATS | Learning to Generalize Provably in Learning to Optimize. | Junjie Yang, Tianlong Chen, Mingkang Zhu, Fengxiang He, Dacheng Tao, Yingbin Liang, Zhangyang Wang |
| 2023 | CVPR | From Images to Textual Prompts: Zero-shot Visual Question Answering with Frozen Large Language Models. | Jiaxian Guo, Junnan Li, Dongxu Li, Anthony Meng Huat Tiong, Boyang Li, Dacheng Tao, Steven C. H. Hoi |
| 2023 | CVPR | Dynamic Focus-aware Positional Queries for Semantic Segmentation. | Haoyu He, Jianfei Cai, Zizheng Pan, Jing Liu, Jing Zhang, Dacheng Tao, Bohan Zhuang |
| 2023 | CVPR | Architecture, Dataset and Model-Scale Agnostic Data-free Meta-Learning. | Zixuan Hu, Li Shen, Zhenyi Wang, Tongliang Liu, Chun Yuan, Dacheng Tao |
| 2023 | CVPR | Deep Graph Reprogramming. | Yongcheng Jing, Chongbin Yuan, Li Ju, Yiding Yang, Xinchao Wang, Dacheng Tao |
| 2023 | CVPR | Exploring the Relationship Between Architectural Design and Adversarially Robust Generalization. | Aishan Liu, Shiyu Tang, Siyuan Liang, Ruihao Gong, Boxi Wu, Xianglong Liu, Dacheng Tao |
| 2023 | CVPR | Referring Image Matting. | Jizhizi Li, Jing Zhang, Dacheng Tao |
| 2023 | CVPR | Leverage Interactive Affinity for Affordance Learning. | Hongchen Luo, Wei Zhai, Jing Zhang, Yang Cao, Dacheng Tao |
| 2023 | CVPR | Upcycling Models Under Domain and Category Shift. | Sanqing Qu, Tianpei Zou, Florian Rhrbein, Cewu Lu, Guang Chen, Dacheng Tao, Changjun Jiang |
| 2023 | CVPR | Make Landscape Flatter in Differentially Private Federated Learning. | Yifan Shi, Yingqi Liu, Kang Wei, Li Shen, Xueqian Wang, Dacheng Tao |
| 2023 | CVPR | TriDet: Temporal Action Detection with Relative Boundary Modeling. | Dingfeng Shi, Yujie Zhong, Qiong Cao, Lin Ma, Jia Li, Dacheng Tao |
| 2023 | CVPR | Learnable Skeleton-Aware 3D Point Cloud Sampling. | Cheng Wen, Baosheng Yu, Dacheng Tao |
| 2023 | CVPR | DeepSolo: Let Transformer Decoder with Explicit Points Solo for Text Spotting. | Maoyuan Ye, Jing Zhang, Shanshan Zhao, Juhua Liu, Tongliang Liu, Bo Du, Dacheng Tao |
| 2023 | CVPR | Generating Holistic 3D Human Motion from Speech. | Hongwei Yi, Hualin Liang, Yifei Liu, Qiong Cao, Yandong Wen, Timo Bolkart, Dacheng Tao, Michael J. Black |
| 2023 | CVPR | CLAMP: Prompt-based Contrastive Learning for Connecting Language and Animal Pose. | Xu Zhang, Wen Wang, Zhe Chen, Yufei Xu, Jing Zhang, Dacheng Tao |
| 2023 | EMNLP | Merging Experts into One: Improving Computational Efficiency of Mixture of Experts. | Shwai He, Run-Ze Fan, Liang Ding, Li Shen, Tianyi Zhou, Dacheng Tao |
| 2023 | EMNLP | Towards Making the Most of ChatGPT for Machine Translation. | Keqin Peng, Liang Ding, Qihuang Zhong, Li Shen, Xuebo Liu, Min Zhang, Yuanxin Ouyang, Dacheng Tao |
| 2023 | EMNLP | PromptST: Abstract Prompt Learning for End-to-End Speech Translation. | Tengfei Yu, Liang Ding, Xuebo Liu, Kehai Chen, Meishan Zhang, Dacheng Tao, Min Zhang |
| 2023 | EMNLP | Self-Evolution Learning for Mixup: Enhance Data Augmentation on Few-Shot Text Classification Tasks. | Haoqi Zheng, Qihuang Zhong, Liang Ding, Zhiliang Tian, Xin Niu, Changjian Wang, Dongsheng Li, Dacheng Tao |
| 2023 | EMNLP | Zero-shot Sharpness-Aware Quantization for Pre-trained Language Models. | Miaoxi Zhu, Qihuang Zhong, Li Shen, Liang Ding, Juhua Liu, Bo Du, Dacheng Tao |
| 2023 | ICCV | Domain Specified Optimization for Deployment Authorization. | Haotian Wang, Haoang Chi, Wenjing Yang, Zhipeng Lin, Mingyang Geng, Long Lan, Jing Zhang, Dacheng Tao |
| 2023 | ICCV | Knowledge-Aware Federated Active Learning with Non-IID Data. | Yu-Tong Cao, Ye Shi, Baosheng Yu, Jingya Wang, Dacheng Tao |
| 2022 | AAAI | Continual Learning through Retrieval and Imagination. | Zhen Wang, Liu Liu, Yiqun Duan, Dacheng Tao |
| 2022 | AAAI | SASA: Semantics-Augmented Set Abstraction for Point-Based 3D Object Detection. | Chen Chen, Zhe Chen, Jing Zhang, Dacheng Tao |
| 2022 | ACL | Redistributing Low-Frequency Words: Making the Most of Monolingual Data in Non-Autoregressive Translation. | Liang Ding, Longyue Wang, Shuming Shi, Dacheng Tao, Zhaopeng Tu |
| 2022 | ACL | A Model-agnostic Data Manipulation Method for Persona-based Dialogue Generation. | Yu Cao, Wei Bi, Meng Fang, Shuming Shi, Dacheng Tao |
| 2022 | CCS | Harnessing Perceptual Adversarial Patches for Crowd Counting. | Shunchang Liu, Jiakai Wang, Aishan Liu, Yingwei Li, Yijie Gao, Xianglong Liu, Dacheng Tao |
| 2022 | COLING | A Contrastive Cross-Channel Data Augmentation Framework for Aspect-Based Sentiment Analysis. | Bing Wang, Liang Ding, Qihuang Zhong, Ximing Li, Dacheng Tao |
| 2022 | COLING | On the Complementarity between Pre-Training and Random-Initialization for Resource-Rich Machine Translation. | Changtong Zan, Liang Ding, Li Shen, Yu Cao, Weifeng Liu, Dacheng Tao |
| 2022 | CSR | Heterogeneous Multi-commodity Network Flows over Time. | Yifen Li, Xiaohui Bei, Youming Qiao, Dacheng Tao, Zhiya Chen |
| 2022 | CVPR | Bridged Transformer for Vision and Point Cloud 3D Object Detection. | Yikai Wang, TengQi Ye, Lele Cao, Wenbing Huang, Fuchun Sun, Fengxiang He, Dacheng Tao |
| 2022 | CVPR | Continual Learning with Lifelong Vision Transformer. | Zhen Wang, Liu Liu, Yiqun Duan, Yajing Kong, Dacheng Tao |
| 2022 | CVPR | DearKD: Data-Efficient Early Knowledge Distillation for Vision Transformers. | Xianing Chen, Qiong Cao, Yujie Zhong, Jing Zhang, Shenghua Gao, Dacheng Tao |
| 2022 | CVPR | Recurrent Glimpse-based Decoder for Detection with Transformer. | Zhe Chen, Jing Zhang, Dacheng Tao |
| 2022 | CVPR | Source-Free Domain Adaptation via Distribution Estimation. | Ning Ding, Yixing Xu, Yehui Tang, Chao Xu, Yunhe Wang, Dacheng Tao |
| 2022 | CVPR | FIBA: Frequency-Injection based Backdoor Attack in Medical Image Analysis. | Yu Feng, Benteng Ma, Jing Zhang, Shanshan Zhao, Yong Xia, Dacheng Tao |
| 2022 | CVPR | Few-shot Backdoor Defense Using Shapley Estimation. | Jiyang Guan, Zhuozhuo Tu, Ran He, Dacheng Tao |
| 2022 | CVPR | Alleviating Semantics Distortion in Unsupervised Low-Level Image-to-Image Translation via Structure Consistency Constraint. | Jiaxian Guo, Jiachen Li, Huan Fu, Mingming Gong, Kun Zhang, Dacheng Tao |
| 2022 | CVPR | BatchFormer: Learning to Explore Sample Relationships for Robust Representation Learning. | Zhi Hou, Baosheng Yu, Dacheng Tao |
| 2022 | CVPR | HL-Net: Heterophily Learning Network for Scene Graph Generation. | Xin Lin, Changxing Ding, Yibing Zhan, Zijian Li, Dacheng Tao |
| 2022 | CVPR | RU-Net: Regularized Unrolling Network for Scene Graph Generation. | Xin Lin, Changxing Ding, Jing Zhang, Yibing Zhan, Dacheng Tao |
| 2022 | CVPR | Learning to Collaborate in Decentralized Learning of Personalized Models. | Shuangtong Li, Tianyi Zhou, Xinmei Tian, Dacheng Tao |
| 2022 | CVPR | Learning Affordance Grounding from Exocentric Images. | Hongchen Luo, Wei Zhai, Jing Zhang, Yang Cao, Dacheng Tao |
| 2022 | CVPR | Distillation Using Oracle Queries for Transformer-based Human-Object Interaction Detection. | Xian Qu, Changxing Ding, Xingao Li, Xubin Zhong, Dacheng Tao |
| 2022 | CVPR | Patch Slimming for Efficient Vision Transformers. | Yehui Tang, Kai Han, Yunhe Wang, Chang Xu, Jianyuan Guo, Chao Xu, Dacheng Tao |
| 2022 | CVPR | Contrastive Boundary Learning for Point Cloud Segmentation. | Liyao Tang, Yibing Zhan, Zhe Chen, Baosheng Yu, Dacheng Tao |
| 2022 | CVPR | Defensive Patches for Robust Recognition in the Physical World. | Jiakai Wang, Zixin Yin, Pengfei Hu, Aishan Liu, Renshuai Tao, Haotong Qin, Xianglong Liu, Dacheng Tao |
| 2022 | CVPR | ART-Point: Improving Rotation Robustness of Point Cloud Classifiers via Adversarial Rotation. | Ruibin Wang, Yibo Yang, Dacheng Tao |
| 2022 | CVPR | GMFlow: Learning Optical Flow via Global Matching. | Haofei Xu, Jing Zhang, Jianfei Cai, Hamid Rezatofighi, Dacheng Tao |
| 2022 | CVPR | Modeling Image Composition for Complex Scene Generation. | Zuopeng Yang, Daqing Liu, Chaoyue Wang, Jie Yang, Dacheng Tao |
| 2022 | CVPR | Self-augmented Unpaired Image Dehazing via Density and Depth Decomposition. | Yang Yang, Chaoyue Wang, Risheng Liu, Lin Zhang, Xiaojie Guo, Dacheng Tao |
| 2022 | CVPR | Fine-tuning Global Model via Data-Free Knowledge Distillation for Non-IID Federated Learning. | Lin Zhang, Li Shen, Liang Ding, Dacheng Tao, Ling-Yu Duan |
| 2022 | ECCV | Discovering Human-Object Interaction Concepts via Self-Compositional Learning. | Zhi Hou, Baosheng Yu, Dacheng Tao |
| 2022 | ECCV | ST-P3: End-to-End Vision-Based Autonomous Driving via Spatial-Temporal Feature Learning. | Shengchao Hu, Li Chen, Penghao Wu, Hongyang Li, Junchi Yan, Dacheng Tao |
| 2022 | ECCV | Learning Graph Neural Networks for Image Style Transfer. | Yongcheng Jing, Yining Mao, Yiding Yang, Yibing Zhan, Mingli Song, Xinchao Wang, Dacheng Tao |
| 2022 | ECCV | Balancing Stability and Plasticity Through Advanced Null Space in Continual Learning. | Yajing Kong, Liu Liu, Zhen Wang, Dacheng Tao |
| 2022 | ECCV | Panoptic-PartFormer: Learning a Unified Model for Panoptic Part Segmentation. | Xiangtai Li, Shilin Xu, Yibo Yang, Guangliang Cheng, Yunhai Tong, Dacheng Tao |
| 2022 | ECCV | BMD: A General Class-Balanced Multicentric Dynamic Prototype Strategy for Source-Free Domain Adaptation. | Sanqing Qu, Guang Chen, Jing Zhang, Zhijun Li, Wei He, Dacheng Tao |
| 2022 | ECCV | ReAct: Temporal Action Detection with Relational Queries. | Dingfeng Shi, Yujie Zhong, Qiong Cao, Jing Zhang, Lin Ma, Jia Li, Dacheng Tao |
| 2022 | ECCV | Online Continual Learning with Contrastive Vision Transformer. | Zhen Wang, Liu Liu, Yajing Kong, Jiaxian Guo, Dacheng Tao |
| 2022 | ECCV | Towards Data-Efficient Detection Transformers. | Wen Wang, Jing Zhang, Yang Cao, Yongliang Shen, Dacheng Tao |
| 2022 | ECCV | Fashionformer: A Simple, Effective and Unified Baseline for Human Fashion Segmentation and Recognition. | Shilin Xu, Xiangtai Li, Jingbo Wang, Guangliang Cheng, Yunhai Tong, Dacheng Tao |
| 2022 | ECCV | RegionCL: Exploring Contrastive Region Pairs for Self-supervised Representation Learning. | Yufei Xu, Qiming Zhang, Jing Zhang, Dacheng Tao |
| 2022 | ECCV | PolyphonicFormer: Unified Query Learning for Depth-Aware Video Panoptic Segmentation. | Haobo Yuan, Xiangtai Li, Yibo Yang, Guangliang Cheng, Jing Zhang, Yunhai Tong, Lefei Zhang, Dacheng Tao |
| 2022 | ECCV | VSA: Learning Varied-Size Window Attention in Vision Transformers. | Qiming Zhang, Yufei Xu, Jing Zhang, Dacheng Tao |
| 2022 | ECCV | Towards Scale-Aware, Robust, and Generalizable Unsupervised Monocular Depth Estimation by Integrating IMU Motion Dynamics. | Sen Zhang, Jing Zhang, Dacheng Tao |
| 2022 | ECCV | JPerceiver: Joint Perception Network for Depth, Pose and Layout Estimation in Driving Scenes. | Haimei Zhao, Jing Zhang, Sen Zhang, Dacheng Tao |
| 2022 | EMNLP | TASA: Deceiving Question Answering Models by Twin Answer Sentences Attack. | Yu Cao, Dianqi Li, Meng Fang, Tianyi Zhou, Jun Gao, Yibing Zhan, Dacheng Tao |
| 2022 | EMNLP | SparseAdapter: An Easy Approach for Improving the Parameter-Efficiency of Adapters. | Shwai He, Liang Ding, Daize Dong, Jeremy Zhang, Dacheng Tao |
| 2022 | EMNLP | Improving Sharpness-Aware Minimization with Fisher Mask for Better Generalization on Language Models. | Qihuang Zhong, Liang Ding, Li Shen, Peng Mi, Juhua Liu, Bo Du, Dacheng Tao |
| 2021 | AAAI | Progressive One-shot Human Parsing. | Haoyu He, Jing Zhang, Bhavani Thuraisingham, Dacheng Tao |
| 2021 | AAAI | SnapMix: Semantically Proportional Mixing for Augmenting Fine-grained Data. | Shaoli Huang, Xinchao Wang, Dacheng Tao |
| 2021 | AAAI | Multi-label Few-shot Learning with Semantic Inference (Student Abstract). | Zhen Wang, Yiqun Duan, Liu Liu, Dacheng Tao |
| 2021 | AAAI | Bigram and Unigram Based Text Attack via Adaptive Monotonic Heuristic Search. | Xinghao Yang, Weifeng Liu, James Bailey, Dacheng Tao, Wei Liu |
| 2021 | AAAI | Deep Graph-neighbor Coherence Preserving Network for Unsupervised Cross-modal Hashing. | Jun Yu, Hao Zhou, Yibing Zhan, Dacheng Tao |
| 2021 | ACL | Rejuvenating Low-Frequency Words: Making the Most of Parallel Data in Non-Autoregressive Translation. | Liang Ding, Longyue Wang, Xuebo Liu, Derek F. Wong, Dacheng Tao, Zhaopeng Tu |
| 2021 | ACL | Progressive Multi-Granularity Training for Non-Autoregressive Translation. | Liang Ding, Longyue Wang, Xuebo Liu, Derek F. Wong, Dacheng Tao, Zhaopeng Tu |
| 2021 | CVPR | Online Multiple Object Tracking With Cross-Task Synergy. | Song Guo, Jingya Wang, Xinchao Wang, Dacheng Tao |
| 2021 | CVPR | Affordance Transfer Learning for Human-Object Interaction Detection. | Zhi Hou, Baosheng Yu, Yu Qiao, Xiaojiang Peng, Dacheng Tao |
| 2021 | CVPR | Detecting Human-Object Interaction via Fabricated Compositional Learning. | Zhi Hou, Baosheng Yu, Yu Qiao, Xiaojiang Peng, Dacheng Tao |
| 2021 | CVPR | Turning Frequency to Resolution: Video Super-Resolution via Event Cameras. | Yongcheng Jing, Yiding Yang, Xinchao Wang, Mingli Song, Dacheng Tao |
| 2021 | CVPR | Amalgamating Knowledge From Heterogeneous Graph Neural Networks. | Yongcheng Jing, Yiding Yang, Xinchao Wang, Mingli Song, Dacheng Tao |
| 2021 | CVPR | Scene Essence. | Jiayan Qiu, Yiding Yang, Xinchao Wang, Dacheng Tao |
| 2021 | CVPR | AdderSR: Towards Energy Efficient Image Super-Resolution. | Dehua Song, Yunhe Wang, Hanting Chen, Chang Xu, Chunjing Xu, Dacheng Tao |
| 2021 | CVPR | Tree-Like Decision Distillation. | Jie Song, Haofei Zhang, Xinchao Wang, Mengqi Xue, Ying Chen, Li Sun, Dacheng Tao, Mingli Song |
| 2021 | CVPR | Manifold Regularized Dynamic Network Pruning. | Yehui Tang, Yunhe Wang, Yixing Xu, Yiping Deng, Chao Xu, Dacheng Tao, Chang Xu |
| 2021 | CVPR | Learning Progressive Point Embeddings for 3D Point Cloud Generation. | Cheng Wen, Baosheng Yu, Dacheng Tao |
| 2021 | CVPR | HourNAS: Extremely Fast Neural Architecture Search Through an Hourglass Lens. | Zhaohui Yang, Yunhe Wang, Xinghao Chen, Jianyuan Guo, Wei Zhang, Chao Xu, Chunjing Xu, Dacheng Tao, Chang Xu |
| 2021 | CVPR | Glance and Gaze: Inferring Action-Aware Points for One-Stage Human-Object Interaction Detection. | Xubin Zhong, Xian Qu, Changxing Ding, Dacheng Tao |
| 2021 | CVPR | Where and What? Examining Interpretable Disentangled Representations. | Xinqi Zhu, Chang Xu, Dacheng Tao |
| 2021 | EMNLP | Improving Neural Machine Translation by Bidirectional Training. | Liang Ding, Di Wu, Dacheng Tao |
| 2020 | AAAI | Grapy-ML: Graph Pyramid Mutual Learning for Cross-Dataset Human Parsing. | Haoyu He, Jing Zhang, Qiming Zhang, Dacheng Tao |
| 2020 | AAAI | Diversified Bayesian Nonnegative Matrix Factorization. | Maoying Qiao, Jun Yu, Tongliang Liu, Xinchao Wang, Dacheng Tao |
| 2020 | ACL | Self-Attention with Cross-Lingual Position Representation. | Liang Ding, Longyue Wang, Dacheng Tao |
| 2020 | COLING | Context-Aware Cross-Attention for Non-Autoregressive Translation. | Liang Ding, Longyue Wang, Di Wu, Dacheng Tao, Zhaopeng Tu |
| 2020 | CVPR | Context Aware Graph Convolution for Skeleton-Based Action Recognition. | Xikun Zhang, Chang Xu, Dacheng Tao |
| 2020 | CVPR | PuppeteerGAN: Arbitrary Portrait Animation With Semantic-Aware Appearance Transformation. | Zhuo Chen, Chaoyue Wang, Bo Yuan, Dacheng Tao |
| 2020 | CVPR | FeatureFlow: Robust Video Interpolation via Structure-to-Texture Generation. | Shurui Gui, Chaoyue Wang, Qihua Chen, Dacheng Tao |
| 2020 | CVPR | On Positive-Unlabeled Classification in GAN. | Tianyu Guo, Chang Xu, Jiajun Huang, Yunhe Wang, Boxin Shi, Chao Xu, Dacheng Tao |
| 2020 | CVPR | GPS-Net: Graph Property Sensing Network for Scene Graph Generation. | Xin Lin, Changxing Ding, Jinquan Zeng, Dacheng Tao |
| 2020 | CVPR | Recurrent Feature Reasoning for Image Inpainting. | Jingyuan Li, Ning Wang, Lefei Zhang, Bo Du, Dacheng Tao |
| 2020 | CVPR | Learning Unseen Concepts via Hierarchical Decomposition and Composition. | Muli Yang, Cheng Deng, Junchi Yan, Xianglong Liu, Dacheng Tao |
| 2020 | CVPR | Distilling Knowledge From Graph Convolutional Networks. | Yiding Yang, Jiayan Qiu, Mingli Song, Dacheng Tao, Xinchao Wang |
| 2020 | CVPR | Syntax-Aware Action Targeting for Video Captioning. | Qi Zheng, Chaoyue Wang, Dacheng Tao |
| 2020 | CVPR | Learning Oracle Attention for High-Fidelity Face Completion. | Tong Zhou, Changxing Ding, Shaowen Lin, Xinchao Wang, Dacheng Tao |
| 2020 | ECCV | Symbiotic Adversarial Learning for Attribute-Based Person Search. | Yu-Tong Cao, Jingya Wang, Dacheng Tao |
| 2020 | ECCV | Visual Compositional Learning for Human-Object Interaction Detection. | Zhi Hou, Xiaojiang Peng, Yu Qiao, Dacheng Tao |
| 2020 | ECCV | Spatiotemporal Attacks for Embodied Agents. | Aishan Liu, Tairan Huang, Xianglong Liu, Yitao Xu, Yuqing Ma, Xinyun Chen, Stephen J. Maybank, Dacheng Tao |
| 2020 | ECCV | Short-Term and Long-Term Context Aggregation Network for Video Inpainting. | Ang Li, Shanshan Zhao, Xingjun Ma, Mingming Gong, Jianzhong Qi, Rui Zhang, Dacheng Tao, Ramamohanarao Kotagiri |
| 2020 | ECCV | Hallucinating Visual Instances in Total Absentia. | Jiayan Qiu, Yiding Yang, Xinchao Wang, Dacheng Tao |
| 2020 | ECCV | Learning Propagation Rules for Attribution Map Generation. | Yiding Yang, Jiayan Qiu, Mingli Song, Dacheng Tao, Xinchao Wang |
| 2020 | ECCV | On Dropping Clusters to Regularize Graph Convolutional Neural Networks. | Xikun Zhang, Chang Xu, Dacheng Tao |
| 2020 | ECCV | Polysemy Deciphering Network for Human-Object Interaction Detection. | Xubin Zhong, Changxing Ding, Xian Qu, Dacheng Tao |
| 2020 | ECCV | Learning Disentangled Representations with Latent Variation Predictability. | Xinqi Zhu, Chang Xu, Dacheng Tao |
| 2020 | EMNLP | Pretrained Language Models for Dialogue Generation with Multiple Input Sources. | Yu Cao, Wei Bi, Meng Fang, Dacheng Tao |
| 2020 | ICAISC | Explainable Cluster-Based Rules Generation for Image Retrieval and Classification. | Pawel Staszewski, Maciej Jaworski, Leszek Rutkowski, Dacheng Tao |
| 2019 | AAAI | Smooth Deep Image Generator from Noises. | Tianyu Guo, Chang Xu, Boxin Shi, Chao Xu, Dacheng Tao |
| 2019 | AAAI | Perceptual-Sensitive GAN for Generating Adversarial Patches. | Aishan Liu, Xianglong Liu, Jiaxin Fan, Yuqing Ma, Anlan Zhang, Huiyuan Xie, Dacheng Tao |
| 2019 | AAAI | ActivityNet-QA: A Dataset for Understanding Complex Web Videos via Question Answering. | Zhou Yu, Dejing Xu, Jun Yu, Ting Yu, Zhou Zhao, Yueting Zhuang, Dacheng Tao |
| 2019 | CVPR | Self-Supervised Representation Learning by Rotation Feature Decoupling. | Zeyu Feng, Chang Xu, Dacheng Tao |
| 2019 | CVPR | Geometry-Consistent Generative Adversarial Networks for One-Sided Unsupervised Domain Mapping. | Huan Fu, Mingming Gong, Chaohui Wang, Kayhan Batmanghelich, Kun Zhang, Dacheng Tao |
| 2019 | CVPR | Image-Question-Answer Synergistic Network for Visual Dialog. | Dalu Guo, Chang Xu, Dacheng Tao |
| 2019 | CVPR | Fast Spatio-Temporal Residual Network for Video Super-Resolution. | Sheng Li, Fengxiang He, Bo Du, Lefei Zhang, Yonghao Xu, Dacheng Tao |
| 2019 | CVPR | MirrorGAN: Learning Text-To-Image Generation by Redescription. | Tingting Qiao, Jing Zhang, Duanqing Xu, Dacheng Tao |
| 2019 | CVPR | World From Blur. | Jiayan Qiu, Xinchao Wang, Stephen J. Maybank, Dacheng Tao |
| 2019 | CVPR | DistillHash: Unsupervised Deep Hashing by Distilling Data Pairs. | Erkun Yang, Tongliang Liu, Cheng Deng, Wei Liu, Dacheng Tao |
| 2019 | CVPR | Deep Modular Co-Attention Networks for Visual Question Answering. | Zhou Yu, Jun Yu, Yuhao Cui, Dacheng Tao, Qi Tian |
| 2019 | CVPR | On Exploring Undetermined Relationships for Visual Relationship Detection. | Yibing Zhan, Jun Yu, Ting Yu, Dacheng Tao |
| 2019 | CVPR | Geometry-Aware Symmetric Domain Adaptation for Monocular Depth Estimation. | Shanshan Zhao, Huan Fu, Mingming Gong, Dacheng Tao |
| 2019 | ICCV | Self-Supervised Representation Learning From Multi-Domain Data. | Zeyu Feng, Chang Xu, Dacheng Tao |
| 2018 | AAAI | Reinforced Multi-Label Image Classification by Exploring Curriculum. | Shiyi He, Chang Xu, Tianyu Guo, Chao Xu, Dacheng Tao |
| 2018 | AAAI | Domain Generalization via Conditional Invariant Representations. | Ya Li, Mingming Gong, Xinmei Tian, Tongliang Liu, Dacheng Tao |
| 2018 | AAAI | Sequence-to-Sequence Learning via Shared Latent Representation. | Xu Shen, Xinmei Tian, Jun Xing, Yong Rui, Dacheng Tao |
| 2018 | AAAI | Adversarial Learning of Portable Student Networks. | Yunhe Wang, Chang Xu, Chao Xu, Dacheng Tao |
| 2018 | AAAI | Learning With Single-Teacher Multi-Student. | Shan You, Chang Xu, Chao Xu, Dacheng Tao |
| 2018 | CCS | Towards Query Efficient Black-box Attacks: An Input-free Perspective. | Yali Du, Meng Fang, Jinfeng Yi, Jun Cheng, Dacheng Tao |
| 2018 | CVPR | Deep Ordinal Regression Network for Monocular Depth Estimation. | Huan Fu, Mingming Gong, Chaohui Wang, Kayhan Batmanghelich, Dacheng Tao |
| 2018 | CVPR | Self-Supervised Adversarial Hashing Networks for Cross-Modal Retrieval. | Chao Li, Cheng Deng, Ning Li, Wei Liu, Xinbo Gao, Dacheng Tao |
| 2018 | CVPR | Geometry-Aware Scene Text Detection With Instance Transformation Network. | Fangfang Wang, Liming Zhao, Xi Li, Xinchao Wang, Dacheng Tao |
| 2018 | CVPR | An Efficient and Provable Approach for Mixture Proportion Estimation Using Linear Independence Assumption. | Xiyu Yu, Tongliang Liu, Mingming Gong, Kayhan Batmanghelich, Dacheng Tao |
| 2018 | ECCV | Context Refinement for Object Detection. | Zhe Chen, Shaoli Huang, Dacheng Tao |
| 2018 | ECCV | Attention-GAN for Object Transfiguration in Wild Images. | Xinyuan Chen, Chang Xu, Xiaokang Yang, Dacheng Tao |
| 2018 | ECCV | Stroke Controllable Fast Style Transfer with Adaptive Receptive Fields. | Yongcheng Jing, Yang Liu, Yezhou Yang, Zunlei Feng, Yizhou Yu, Dacheng Tao, Mingli Song |
| 2018 | ECCV | Deep Domain Generalization via Conditional Invariant Adversarial Networks. | Ya Li, Xinmei Tian, Mingming Gong, Yajing Liu, Tongliang Liu, Kun Zhang, Dacheng Tao |
| 2018 | ECCV | Selective Zero-Shot Classification with Augmented Attributes. | Jie Song, Chengchao Shen, Jie Lei, Anxiang Zeng, Kairi Ou, Dacheng Tao, Mingli Song |
| 2018 | ECCV | FishEyeRecNet: A Multi-context Collaborative Deep Network for Fisheye Image Rectification. | Xiaoqing Yin, Xinchao Wang, Jun Yu, Maojun Zhang, Pascal Fua, Dacheng Tao |
| 2018 | ECCV | Saliency Preservation in Low-Resolution Grayscale Images. | Shivanthan A. C. Yohanandan, Andy Song, Adrian G. Dyer, Dacheng Tao |
| 2018 | ECCV | Correcting the Triplet Selection Bias for Triplet Loss. | Baosheng Yu, Tongliang Liu, Mingming Gong, Changxing Ding, Dacheng Tao |
| 2018 | ECCV | Learning with Biased Complementary Labels. | Xiyu Yu, Tongliang Liu, Mingming Gong, Dacheng Tao |
| 2017 | AAAI | Structure Regularized Unsupervised Discriminant Feature Analysis. | Mingyu Fan, Xiaojun Chang, Dacheng Tao |
| 2017 | AAAI | Cost-Sensitive Feature Selection via F-Measure Optimization Reduction. | Meng Liu, Chang Xu, Yong Luo, Chao Xu, Yonggang Wen, Dacheng Tao |
| 2017 | AAAI | Patch Reordering: A NovelWay to Achieve Rotation and Translation Invariance in Convolutional Neural Networks. | Xu Shen, Xinmei Tian, Shaoyan Sun, Dacheng Tao |
| 2017 | AAAI | Beyond RPCA: Flattening Complex Noise in the Frequency Domain. | Yunhe Wang, Chang Xu, Chao Xu, Dacheng Tao |
| 2017 | AAAI | A Diversified Generative Latent Variable Model for WiFi-SLAM. | Hao Xiong, Dacheng Tao |
| 2017 | AAAI | Pairwise Relationship Guided Deep Hashing for Cross-Modal Retrieval. | Erkun Yang, Cheng Deng, Wei Liu, Xianglong Liu, Dacheng Tao, Xinbo Gao |
| 2017 | AAAI | Robust Manifold Matrix Factorization for Joint Clustering and Feature Extraction. | Lefei Zhang, Qian Zhang, Bo Du, Dacheng Tao, Jane You |
| 2017 | CVPR | Improving Training of Deep Neural Networks via Singular Value Bounding. | Kui Jia, Dacheng Tao, Shenghua Gao, Xiangmin Xu |
| 2017 | CVPR | NTIRE 2017 Challenge on Single Image Super-Resolution: Methods and Results. | Radu Timofte, Eirikur Agustsson, Luc Van Gool, Ming-Hsuan Yang, Lei Zhang, Bee Lim, Sanghyun Son, Heewon Kim, Seungjun Nah, Kyoung Mu Lee, Xintao Wang, Yapeng Tian, Ke Yu, Yulun Zhang, Shixiang Wu, Chao Dong, Liang Lin, Yu Qiao, Chen Change Loy, Woong Bae, Jaejun Yoo, Yoseob Han, Jong Chul Ye, Jae-Seok Choi, Munchurl Kim, Yuchen Fan, Jiahui Yu, Wei Han, Ding Liu, Haichao Yu, Zhangyang Wang, Honghui Shi, Xinchao Wang, Thomas S. Huang, Yunjin Chen, Kai Zhang, Wangmeng Zuo, Zhimin Tang, Linkai Luo, Shaohui Li, Min Fu, Lei Cao, Wen Heng, Giang Bui, Truc Le, Ye Duan, Dacheng Tao, Ruxin Wang, Xu Lin, Jianxin Pang, Jinchang Xu, Yu Zhao, Xiangyu Xu, Jin-shan Pan, Deqing Sun, Yujin Zhang, Xibin Song, Yuchao Dai, Xueying Qin, Xuan-Phung Huynh, Tiantong Guo, Hojjat Seyed Mousavi, Tiep Huu Vu, Vishal Monga, Cristvo Cruz, Karen O. Egiazarian, Vladimir Katkovnik, Rakesh Mehta, Arnav Kumar Jain, Abhinav Agarwalla, Ch V. Sai Praveen, Ruofan Zhou, Hongdiao Wen, Che Zhu, Zhiqiang Xia, Zhengtao Wang, Qi Guo |
| 2017 | CVPR | On Compressing Deep Models by Low Rank and Sparse Decomposition. | Xiyu Yu, Tongliang Liu, Xinchao Wang, Dacheng Tao |
| 2017 | ICCV | A Joint Intrinsic-Extrinsic Prior Model for Retinex. | Bolun Cai, Xianming Xu, Kailing Guo, Kui Jia, Bin Hu, Dacheng Tao |
| 2016 | AAAI | Teaching-to-Learn and Learning-to-Teach for Multi-label Propagation. | Chen Gong, Dacheng Tao, Jie Yang, Wei Liu |
| 2016 | AAAI | Discriminative Vanishing Component Analysis. | Chenping Hou, Feiping Nie, Dacheng Tao |
| 2016 | AAAI | Shakeout: A New Regularized Deep Neural Network Training Scheme. | Guoliang Kang, Jun Li, Dacheng Tao |
| 2016 | AAAI | Random Mixed Field Model for Mixed-Attribute Data Restoration. | Qiang Li, Wei Bian, Richard Yi Da Xu, Jane You, Dacheng Tao |
| 2016 | AAAI | Diversified Dynamical Gaussian Process Latent Variable Model for Video Repair. | Hao Xiong, Tongliang Liu, Dacheng Tao |
| 2016 | AAAI | Scalable Completion of Nonnegative Matrix with Separable Structure. | Xiyu Yu, Wei Bian, Dacheng Tao |
| 2016 | AAAI | Linear Submodular Bandits with a Knapsack Constraint. | Baosheng Yu, Meng Fang, Dacheng Tao |
| 2016 | AAAI | Submodular Asymmetric Feature Selection in Cascade Object Detection. | Baosheng Yu, Meng Fang, Dacheng Tao, Jie Yin |
| 2016 | CVPR | Occlusion Boundary Detection via Deep Exploration of Context. | Huan Fu, Chaohui Wang, Dacheng Tao, Michael J. Black |
| 2016 | CVPR | Part-Stacked CNN for Fine-Grained Visual Categorization. | Shaoli Huang, Zhe Xu, Dacheng Tao, Ya Zhang |
| 2016 | CVPR | Conditional Graphical Lasso for Multi-label Image Classification. | Qiang Li, Maoying Qiao, Wei Bian, Dacheng Tao |
| 2016 | CVPR | Multilinear Hyperplane Hashing. | Xianglong Liu, Xinjie Fan, Cheng Deng, Zhujin Li, Hao Su, Dacheng Tao |
| 2016 | ECCV | Multi-label Active Learning Based on Maximum Correntropy Criterion: Towards Robust and Discriminative Labeling. | Zengmao Wang, Bo Du, Lefei Zhang, Liangpei Zhang, Meng Fang, Dacheng Tao |
| 2016 | ECCV | Learning Common and Specific Features for RGB-D Semantic Segmentation with Deconvolutional Networks. | Jinghua Wang, Zhenhua Wang, Dacheng Tao, Simon See, Gang Wang |
| 2016 | GLOBECOM | Toward Effortless TV-to-Online (T2O) Experience: A Novel Metric Learning Approach. | Yong Luo, Yonggang Wen, Dacheng Tao, Qiang Fu |
| 2015 | AAAI | Low-Rank Multi-View Learning in Matrix Completion for Multi-Label Image Classification. | Meng Liu, Yong Luo, Dacheng Tao, Chao Xu, Yonggang Wen |
| 2015 | AAAI | Large-Margin Multi-Label Causal Feature Learning. | Chang Xu, Dacheng Tao, Chao Xu |
| 2015 | APWEB | Batch Mode Active Learning for Geographical Image Classification. | Zengmao Wang, Bo Du, Lefei Zhang, Wenbin Hu, Dacheng Tao, Liangpei Zhang |
| 2015 | CVPR | A maximum entropy feature descriptor for age invariant face recognition. | Dihong Gong, Zhifeng Li, Dacheng Tao, Jianzhuang Liu, Xuelong Li |
| 2015 | CVPR | Saliency propagation from simple to difficult. | Chen Gong, Dacheng Tao, Wei Liu, Stephen J. Maybank, Meng Fang, Keren Fu, Jie Yang |
| 2015 | CVPR | MUlti-Store Tracker (MUSTer): A cognitive psychology inspired approach to object tracking. | Zhibin Hong, Zhe Chen, Chaohui Wang, Xue Mei, Danil V. Prokhorov, Dacheng Tao |
| 2015 | CVPR | FaLRR: A fast low rank representation solver. | Shijie Xiao, Wen Li, Dong Xu, Dacheng Tao |
| 2015 | DCC | Rank Preserving Hashing for Rapid Image Search. | Dongjin Song, Wei Liu, David A. Meyer, Dacheng Tao, Rongrong Ji |
| 2015 | DICTA | Automatic Preview Frame Selection for Online Videos. | Boyan Zhang, Zhiyong Wang, Dacheng Tao, Xian-Sheng Hua, David Dagan Feng |
| 2014 | AAAI | Active Learning for Crowdsourcing Using Knowledge Transfer. | Meng Fang, Jie Yin, Dacheng Tao |
| 2014 | AAAI | ReLISH: Reliable Label Inference via Smoothness Hypothesis. | Chen Gong, Dacheng Tao, Keren Fu, Jie Yang |
| 2014 | AAAI | Signed Laplacian Embedding for Supervised Dimension Reduction. | Chen Gong, Dacheng Tao, Jie Yang, Keren Fu |
| 2014 | CVPR | Semi-supervised Coupled Dictionary Learning for Person Re-identification. | Xiao Liu, Mingli Song, Dacheng Tao, Xingchen Zhou, Chun Chen, Jiajun Bu |
| 2014 | CVPR | Weakly Supervised Multiclass Video Segmentation. | Xiao Liu, Dacheng Tao, Mingli Song, Ying Ruan, Chun Chen, Jiajun Bu |
| 2014 | ECCV | Activity Recognition in Still Images with Transductive Non-negative Matrix Factorization. | Naiyang Guan, Dacheng Tao, Long Lan, Zhigang Luo, Xuejun Yang |
| 2014 | ECCV | Tracking Using Multilevel Quantizations. | Zhibin Hong, Chaohui Wang, Xue Mei, Danil V. Prokhorov, Dacheng Tao |
| 2014 | ECCV | Architectural Style Classification Using Multinomial Latent Logistic Regression. | Zhe Xu, Dacheng Tao, Ya Zhang, Junjie Wu, Ah Chung Tsoi |
| 2014 | ICASSP | Transductive nonnegative matrix factorization for semi-supervised high-performance speech separation. | Naiyang Guan, Long Lan, Dacheng Tao, Zhigang Luo, Xuejun Yang |
| 2014 | ICASSP | Image super-resolution using multi-layer support vector regression. | Jie Xu, Cheng Deng, Xinbo Gao, Dacheng Tao, Xuelong Li |
| 2013 | AAAI | Vector-Valued Multi-View Semi-Supervsed Learning for Multi-Label Image Classification. | Yong Luo, Dacheng Tao, Chang Xu, Dongchen Li, Chao Xu |
| 2013 | AAAI | Supervised Nonnegative Tensor Factorization with Maximum-Margin Constraint. | Fei Wu, Xu Tan, Yi Yang, Dacheng Tao, Siliang Tang, Yueting Zhuang |
| 2013 | AISTATS | Greedy Bilateral Sketch, Completion & Smoothing. | Tianyi Zhou, Dacheng Tao |
| 2013 | CVPR | Semi-supervised Node Splitting for Random Forest Construction. | Xiao Liu, Mingli Song, Dacheng Tao, Zicheng Liu, Luming Zhang, Chun Chen, Jiajun Bu |
| 2013 | ICCV | Visual Reranking through Weakly Supervised Multi-graph Learning. | Cheng Deng, Rongrong Ji, Wei Liu, Dacheng Tao, Xinbo Gao |
| 2012 | CVPR | Sparse representation for blind image quality assessment. | Lihuo He, Dacheng Tao, Xuelong Li, Xinbo Gao |
| 2012 | CVPR | Multi-scale dictionary for single image super-resolution. | Kaibing Zhang, Xinbo Gao, Dacheng Tao, Xuelong Li |
| 2012 | ECCV | Dual-Force Metric Learning for Robust Distracter-Resistant Tracker. | Zhibin Hong, Xue Mei, Dacheng Tao |
| 2010 | AAAI | Constrained Metric Learning Via Distance Gap Maximization. | Wei Liu, Xinmei Tian, Dacheng Tao, Jianzhuang Liu |
| 2010 | ACCV | kPose: A New Representation For Action Recognition. | Zhuoli Zhou, Mingli Song, Luming Zhang, Dacheng Tao, Jiajun Bu, Chun Chen |
| 2010 | BMVC | Large-scale Dictionary Learning For Local Coordinate Coding. | Bo Xie, Mingli Song, Dacheng Tao |
| 2010 | ICASSP | Discriminative Hessian Eigenmaps for face recognition. | Si Si, Dacheng Tao, Kwok-Ping Chan |
| 2009 | ACCV | A Novel Visual Organization Based on Topological Perception. | Yongzhen Huang, Kaiqi Huang, Tieniu Tan, Dacheng Tao |
| 2009 | CAIP | Embedded Geometric Active Contour with Shape Constraint for Mass Segmentation. | Ying Wang, Xinbo Gao, Xuelong Li, Dacheng Tao, Bin Wang |
| 2009 | CAIP | The Gabor-Based Tensor Level Set Method for Multiregional Image Segmentation. | Bin Wang, Xinbo Gao, Dacheng Tao, Xuelong Li, Jie Li |
| 2009 | CVPR | Ensemble manifold regularization. | Bo Geng, Chao Xu, Dacheng Tao, Linjun Yang, Xian-Sheng Hua |
| 2009 | ICASSP | A fast feature extraction method. | Jing Pan, Yanwei Pang, Xuelong Li, Yuan Yuan, Dacheng Tao |
| 2008 | CVPR | Enhanced biologically inspired model. | Yongzhen Huang, Kaiqi Huang, Liangsheng Wang, Dacheng Tao, Tieniu Tan, Xuelong Li |
| 2008 | CW | Invariant Image Watermarking Based on Local Feature Regions. | Cheng Deng, Xinbo Gao, Xuelong Li, Dacheng Tao |
| 2008 | CW | Semantic Video Shot Segmentation Based on Color Ratio Feature and SVM. | Zhenxing Niu, Xinbo Gao, Dacheng Tao, Xuelong Li |
| 2008 | ECCV | Discriminative Locality Alignment. | Tianhao Zhang, Dacheng Tao, Jie Yang |
| 2006 | CVPR | Human Carrying Status in Visual Surveillance. | Dacheng Tao, Xuelong Li, Stephen J. Maybank, Xindong Wu |
| 2006 | ICASSP | Elapsed Time in Human Gait Recognition: A New Approach. | Dacheng Tao, Xuelong Li, Xindong Wu, Steve J. Maybank |
| 2004 | CVPR | Orthogonal Complement Component Analysis for Positive Samples in SVM Based Relevance Feedback Image Retrieval. | Dacheng Tao, Xiaoou Tang |
| 2004 | CVPR | Random Sampling Based SVM for Relevance Feedback Image Retrieval. | Dacheng Tao, Xiaoou Tang |
| 2004 | ICASSP | A direct method to solve the biased discriminant analysis in kernel feature space for content based image retrieval. | Dacheng Tao, Xiaoou Tang |