Zhang, Yang

155 publications

TMLR 2026 ThinkPrune: Pruning Long Chain-of-Thought of LLMs via Reinforcement Learning Bairu Hou, Yang Zhang, Jiabao Ji, Yujian Liu, Kaizhi Qian, Jacob Andreas, Shiyu Chang

ICML 2025 A Hitchhiker’s Guide to Scaling Law Estimation Leshem Choshen, Yang Zhang, Jacob Andreas

IJCAI 2025 A Multimodal AI Dialogue System for Unified Document, Visual, and Audio Interaction Yujun Feng, Jingyi Huang, Yang Zhang

ICML 2025 AI for Global Climate Cooperation: Modeling Global Climate Negotiations, Agreements, and Long-Term Cooperation in RICE-N Tianyu Zhang, Andrew Robert Williams, Phillip Wozny, Kai-Hendrik Cohrs, Koen Ponse, Marco Jiralerspong, Soham Rajesh Phade, Sunil Srinivasa, Lu Li, Yang Zhang, Prateek Gupta, Erman Acar, Irina Rish, Yoshua Bengio, Stephan Zheng

NeurIPS 2025 Adjacent Words, Divergent Intents: Jailbreaking Large Language Models via Task Concurrency Yukun Jiang, Mingjie Li, Michael Backes, Yang Zhang

ICCV 2025 Agreement Aware and Dissimilarity Oriented GLOM Ru Zeng, Yan Song, Yang Zhang, Yanling Hu, Hui Yu

ICCV 2025 Anti-Tamper Protection for Unauthorized Individual Image Generation Zelin Li, Ruohan Zong, Yifan Liu, Ruichen Yao, Yaokun Liu, Yang Zhang, Dong Wang

AAAI 2025 Behavior Importance-Aware Graph Neural Architecture Search for Cross-Domain Recommendation Chendi Ge, Xin Wang, Ziwei Zhang, Yijian Qin, Hong Chen, Haiyang Wu, Yang Zhang, Yuekui Yang, Wenwu Zhu

IJCAI 2025 Bidirectional Human-AI Collaboration for Equitable Student Performance Prediction via Deep Uncertainty Learning Ruohan Zong, Yang Zhang, Lanyu Shang, Frank Stinar, Nigel Bosch, Dong Wang

CVPR 2025 Bridging the Gap Between Gaussian Diffusion Models and Universal Quantization for Image Compression Lucas Relic, Roberto Azevedo, Yang Zhang, Markus Gross, Christopher Schroers

WACV 2025 CLIP-Fusion: A Spatio-Temporal Quality Metric for Frame Interpolation Goksel Mert Çökmez, Yang Zhang, Christopher Schroers, Tunç Ozan Aydin

NeurIPS 2025 Can Large Multimodal Models Understand Agricultural Scenes? Benchmarking with AgroMind Qingmei Li, Yang Zhang, Zurong Mai, Yuhang Chen, Shuohong Lou, Henglian Huang, Jiarui Zhang, Zhiwei Zhang, Yibin Wen, Weijia Li, Haohuan Fu, Huang Jianxi, Juepeng Zheng

ICML 2025 CodeSteer: Symbolic-Augmented Language Models via Code/Text Guidance Yongchao Chen, Yilun Hao, Yueying Liu, Yang Zhang, Chuchu Fan

ICLRW 2025 CodeSteer: Symbolic-Augmented Language Models via Code/Text Guidance Yongchao Chen, Yilun Hao, Yueying Liu, Yang Zhang, Chuchu Fan

ICML 2025 CommVQ: Commutative Vector Quantization for KV Cache Compression Junyan Li, Yang Zhang, Muhammad Yusuf Hassan, Talha Chafekar, Tianle Cai, Zhile Ren, Pengsheng Guo, Foroozan Karimzadeh, Colorado Reed, Chong Wang, Chuang Gan

CoRL 2025 Contrastive Forward Prediction Reinforcement Learning for Adaptive Fault-Tolerant Legged Robots Yangqing Fu, Yang Zhang, Qiyue Yang, Liyun Yan, Zhanxiang Cao, Yue Gao

TMLR 2025 Decentralized Transformers with Centralized Aggregation Are Sample-Efficient Multi-Agent World Models Yang Zhang, Chenjia Bai, Bin Zhao, Junchi Yan, Xiu Li, Xuelong Li

ICLRW 2025 Decentralized Transformers with Centralized Aggregation Are Sample-Efficient Multi-Agent World Models Yang Zhang, Chenjia Bai, Bin Zhao, Junchi Yan, Xiu Li, Xuelong Li

ICLR 2025 DeeperForward: Enhanced Forward-Forward Training for Deeper and Better Performance Liang Sun, Yang Zhang, Weizhao He, Jiajun Wen, Linlin Shen, Weicheng Xie

NeurIPS 2025 DiffLiG: Diffusion-Enhanced Liquid Graph with Attention Propagation for Grid-to-Station Precipitation Correction Yuxiang Li, Yang Zhang, Guowen Li, Mengxuan Chen, Meng Jin, Fang Wang, Haohuan Fu, Juepeng Zheng

AAAI 2025 DoGA: Enhancing Grounded Object Detection via Grouped Pre-Training with Attributes Yang Liu, Feng Hou, Yunjie Peng, Gangjian Zhang, Yao Zhang, Dong Xie, Peng Wang, Yang Zhang, Jiang Tian, Zhongchao Shi, Jianping Fan, Zhiqiang He

AAAI 2025 EMHI: A Multimodal Egocentric Human Motion Dataset with HMD and Body-Worn IMUs Zhen Fan, Peng Dai, Zhuo Su, Xu Gao, Zheng Lv, Jiarui Zhang, Tianyuan Du, Guidong Wang, Yang Zhang

ICLRW 2025 Effortless Efficiency: Low-Cost Pruning of Diffusion Models Yang Zhang, Er Jin, Yanfei Dong, Ashkan Khakzar, Philip Torr, Johannes Stegmaier, Kenji Kawaguchi

NeurIPS 2025 EnzyControl: Adding Functional and Substrate-Specific Control for Enzyme Backbone Generation Chao Song, Zhiyuan Liu, Han Huang, Liang Wang, Qiong Wang, Jian-Yu Shi, Hui Yu, Yihang Zhou, Yang Zhang

ICCV 2025 Event-Guided HDR Reconstruction with Diffusion Priors Yixin Yang, Jiawei Zhang, Yang Zhang, Yunxuan Wei, Dongqing Zou, Jimmy S. Ren, Boxin Shi

ICLR 2025 Fictitious Synthetic Data Can Improve LLM Factuality via Prerequisite Learning Yujian Liu, Shiyu Chang, Tommi Jaakkola, Yang Zhang

NeurIPS 2025 Finding and Reactivating Post-Trained LLMs' Hidden Safety Mechanisms Mingjie Li, Wai Man Si, Michael Backes, Yang Zhang, Yisen Wang

ICCV 2025 Hate in Plain Sight: On the Risks of Moderating AI-Generated Hateful Illusions Yiting Qu, Ziqing Yang, Yihan Ma, Michael Backes, Savvas Zannettou, Yang Zhang

NeurIPS 2025 IGD: Token Decisiveness Modeling via Information Gain in LLMs for Personalized Recommendation Zijie Lin, Yang Zhang, Xiaoyan Zhao, Fengbin Zhu, Fuli Feng, Tat-Seng Chua

ICCV 2025 LDIP: Long Distance Information Propagation for Video Super-Resolution Michael Bernasconi, Abdelaziz Djelouah, Yang Zhang, Markus Gross, Christopher Schroers

ICCV 2025 LOTA: Bit-Planes Guided AI-Generated Image Detection Hongsong Wang, Renxi Cheng, Yang Zhang, Chaolei Han, Jie Gui

NeurIPS 2025 Learning 3D Anisotropic Noise Distributions Improves Molecular Force Fields Xixian Liu, Rui Jiao, Zhiyuan Liu, Yurou Liu, Yang Liu, Ziheng Lu, Wenbing Huang, Yang Zhang, Yixin Cao

IJCAI 2025 Leveraging MLLM Embeddings and Attribute Smoothing for Compositional Zero-Shot Learning Xudong Yan, Songhe Feng, Yang Zhang, Jian Yang, Yueguan Lin, Haojun Fei

ICML 2025 Minimalist Concept Erasure in Generative Models Yang Zhang, Er Jin, Yanfei Dong, Yixuan Wu, Philip Torr, Ashkan Khakzar, Johannes Stegmaier, Kenji Kawaguchi

ICLR 2025 Online Preference Alignment for Language Models via Count-Based Exploration Chenjia Bai, Yang Zhang, Shuang Qiu, Qiaosheng Zhang, Kang Xu, Xuelong Li

NeurIPS 2025 PRING: Rethinking Protein-Protein Interaction Prediction from Pairs to Graphs Xinzhe Zheng, Hao Du, Fanding Xu, Jinzhe Li, Zhiyuan Liu, WenkangWang, Tao Chen, Wanli Ouyang, Stan Z. Li, Yan Lu, Nanqing Dong, Yang Zhang

ICLR 2025 Planning Anything with Rigor: General-Purpose Zero-Shot Planning with LLM-Based Formalized Programming Yilun Hao, Yang Zhang, Chuchu Fan

ICCV 2025 Plug-in Feedback Self-Adaptive Attention in CLIP for Training-Free Open-Vocabulary Segmentation Zhixiang Chi, Yanan Wu, Li Gu, Huan Liu, Ziqiang Wang, Yang Zhang, Yang Wang, Konstantinos Plataniotis

ICLRW 2025 Pre-Trained Video Generative Models as World Simulators Haoran He, Yang Zhang, Liang Lin, Zhongwen Xu, Ling Pan

NeurIPS 2025 ProteinConformers: Benchmark Dataset for Simulating Protein Conformational Landscape Diversity and Plausibility Yihang Zhou, Chen Wei, Minghao Sun, Jin Song, Yang Li, Lin Wang, Yang Zhang

ICML 2025 Q-Supervised Contrastive Representation: A State Decoupling Framework for Safe Offline Reinforcement Learning Zhihe Yang, Yunjian Xu, Yang Zhang

NeurIPS 2025 QiMeng-SALV: Signal-Aware Learning for Verilog Code Generation Yang Zhang, Rui Zhang, Jiaming Guo, Huang Lei, Di Huang, Yunpu Zhao, Shuyao Cheng, Pengwei Jin, Chongxiao Li, Zidong Du, Xing Hu, Qi Guo, Yunji Chen

NeurIPS 2025 Revisiting Multi-Agent World Modeling from a Diffusion-Inspired Perspective Yang Zhang, Xinran Li, Jianing Ye, Shuang Qiu, Delin Qu, Xiu Li, Chongjie Zhang, Chenjia Bai

AAAI 2025 SIDE: Socially Informed Drought Estimation Toward Understanding Societal Impact Dynamics of Environmental Crisis Lanyu Shang, Bozhang Chen, Shiwei Liu, Yang Zhang, Ruohan Zong, Anav Vora, Ximing Cai, Na Wei, Dong Wang

ICLR 2025 SaLoRA: Safety-Alignment Preserved Low-Rank Adaptation Mingjie Li, Wai Man Si, Michael Backes, Yang Zhang, Yisen Wang

ICML 2025 Task-Agnostic Pre-Training and Task-Guided Fine-Tuning for Versatile Diffusion Planner Chenyou Fan, Chenjia Bai, Zhao Shan, Haoran He, Yang Zhang, Zhen Wang

NeurIPS 2025 The Emergence of Abstract Thought in Large Language Models Beyond Any Language Yuxin Chen, Yiran Zhao, Yang Zhang, An Zhang, Kenji Kawaguchi, Shafiq Joty, Junnan Li, Tat-Seng Chua, Michael Qizhe Shieh, Wenxuan Zhang

ICML 2025 The Ripple Effect: On Unforeseen Complications of Backdoor Attacks Rui Zhang, Yun Shen, Hongwei Li, Wenbo Jiang, Hanxiao Chen, Yuan Zhang, Guowen Xu, Yang Zhang

IJCAI 2025 Token-Level Accept or Reject: A Micro Alignment Approach for Large Language Models Yang Zhang, Yu Yu, Bo Tang, Yu Zhu, Chuxiong Sun, Wenqiang Wei, Jie Hu, Zipeng Xie, Zhiyu Li, Feiyu Xiong, Edward Chung

NeurIPS 2025 Towards Unified and Lossless Latent Space for 3D Molecular Latent Diffusion Modeling Yanchen Luo, Zhiyuan Liu, Yi Zhao, Sihang Li, Hengxing Cai, Kenji Kawaguchi, Tat-Seng Chua, Yang Zhang, Xiang Wang

AAAI 2025 VIoTGPT: Learning to Schedule Vision Tools Towards Intelligent Video Internet of Things Yaoyao Zhong, Mengshi Qi, Rui Wang, Yuhan Qiu, Yang Zhang, Huadong Ma

ICCV 2025 VSP: Diagnosing the Dual Challenges of Perception and Reasoning in Spatial Planning Tasks for MLLMs Qiucheng Wu, Handong Zhao, Michael Saxon, Trung Bui, William Yang Wang, Yang Zhang, Shiyu Chang

TMLR 2024 A Dual-Perspective Approach to Evaluating Feature Attribution Methods Yawei Li, Yang Zhang, Kenji Kawaguchi, Ashkan Khakzar, Bernd Bischl, Mina Rezaei

CVPRW 2024 A Robust Online Multi-Camera People Tracking System with Geometric Consistency and State-Aware Re-ID Correction Zhenyu Xie, Zelin Ni, Wenjie Yang, Yuang Zhang, Yihang Chen, Yang Zhang, Xiao Ma

CVPR 2024 APSeg: Auto-Prompt Network for Cross-Domain Few-Shot Semantic Segmentation Weizhao He, Yang Zhang, Wei Zhuo, Linlin Shen, Jiaqi Yang, Songhe Deng, Liang Sun

ICML 2024 Accurate LoRA-Finetuning Quantization of LLMs via Information Retention Haotong Qin, Xudong Ma, Xingyu Zheng, Xiaoyang Li, Yang Zhang, Shouda Liu, Jie Luo, Xianglong Liu, Michele Magno

NeurIPSW 2024 Bridging the Gap Between Diffusion Models and Universal Quantization for Image Compression Lucas Relic, Roberto Azevedo, Yang Zhang, Markus Gross, Christopher Schroers

ECCV 2024 CatchBackdoor: Backdoor Detection via Critical Trojan Neural Path Fuzzing Haibo Jin, Ruoxi Chen, Jinyin Chen, Haibin Zheng, Yang Zhang, Haohan Wang

AAAI 2024 Collaborative Weakly Supervised Video Correlation Learning for Procedure-Aware Instructional Video Analysis Tianyao He, Huabin Liu, Yuxi Li, Xiao Ma, Cheng Zhong, Yang Zhang, Weiyao Lin

IJCAI 2024 Continual Compositional Zero-Shot Learning Yang Zhang, Songhe Feng, Jiazheng Yuan

ICML 2024 Contrastive Representation for Data Filtering in Cross-Domain Offline Reinforcement Learning Xiaoyu Wen, Chenjia Bai, Kang Xu, Xudong Yu, Yang Zhang, Xuelong Li, Zhen Wang

CVPR 2024 Correcting Diffusion Generation Through Resampling Yujian Liu, Yang Zhang, Tommi Jaakkola, Shiyu Chang

ICML 2024 Decomposing Uncertainty for Large Language Models Through Input Clarification Ensembling Bairu Hou, Yujian Liu, Kaizhi Qian, Jacob Andreas, Shiyu Chang, Yang Zhang

ECCV 2024 Enhancing Semantic Fidelity in Text-to-Image Synthesis: Attention Regulation in Diffusion Models Yang Zhang, Tze Tzun Teoh, Wei Hern Lim, Kenji Kawaguchi

ICML 2024 EquiPocket: An E(3)-Equivariant Geometric Graph Neural Network for Ligand Binding Site Prediction Yang Zhang, Zhewei Wei, Ye Yuan, Chongxuan Li, Wenbing Huang

NeurIPSW 2024 FinerCut: Finer-Grained Interpretable Layer Pruning for Large Language Models Yang Zhang, Yawei Li, Xinpeng Wang, Qianli Shen, Barbara Plank, Bernd Bischl, Mina Rezaei, Kenji Kawaguchi

ICLRW 2024 GUARD: Role-Playing to Generate Natural-Language Jailbreakings to Test Guideline Adherence of Large Language Models Haibo Jin, Ruoxi Chen, Andy Zhou, Yang Zhang, Haohan Wang

WACV 2024 Generated Distributions Are All You Need for Membership Inference Attacks Against Generative Models Minxing Zhang, Ning Yu, Rui Wen, Michael Backes, Yang Zhang

CVPR 2024 HMD-Poser: On-Device Real-Time Human Motion Tracking from Scalable Sparse Observations Peng Dai, Yang Zhang, Tao Liu, Zhen Fan, Tianyuan Du, Zhuo Su, Xiaozheng Zheng, Zeming Li

NeurIPS 2024 HairDiffusion: Vivid Multi-Colored Hair Editing via Latent Diffusion Yu Zeng, Yang Zhang, Jiachen Liu, Linlin Shen, Kaijun Deng, Weizhao He, Jinbao Wang

NeurIPS 2024 LSH-MoE: Communication-Efficient MoE Training via Locality-Sensitive Hashing Xiaonan Nie, Qibin Liu, Fangcheng Fu, Shenhan Zhu, Xupeng Miao, Xiaoyang Li, Yang Zhang, Shouda Liu, Bin Cui

NeurIPS 2024 Learning Distinguishable Trajectory Representation with Contrastive Loss Tianxu Li, Kun Zhu, Juan Li, Yang Zhang

NeurIPS 2024 MECD: Unlocking Multi-Event Causal Discovery in Video Reasoning Tieyuan Chen, Huabin Liu, Tianyao He, Yihang Chen, Chaofan Gan, Xiao Ma, Cheng Zhong, Yang Zhang, Yingxue Wang, Hui Lin, Weiyao Lin

NeurIPS 2024 Memory-Efficient Gradient Unrolling for Large-Scale Bi-Level Optimization Qianli Shen, Yezhen Wang, Zhouhao Yang, Xiang Li, Haonan Wang, Yang Zhang, Jonathan Scarlett, Zhanxing Zhu, Kenji Kawaguchi

AAAI 2024 Polyper: Boundary Sensitive Polyp Segmentation Hao Shao, Yang Zhang, Qibin Hou

NeurIPS 2024 ProgressGym: Alignment with a Millennium of Moral Progress Tianyi Qiu, Yang Zhang, Xuchuan Huang, Jasmine Xinze Li, Jiaming Ji, Yaodong Yang

NeurIPS 2024 Reversing the Forget-Retain Objectives: An Efficient LLM Unlearning Framework from Logit Difference Jiabao Ji, Yujian Liu, Yang Zhang, Gaowen Liu, Ramana Rao Kompella, Sijia Liu, Shiyu Chang

ICML 2024 Speech Self-Supervised Learning Using Diffusion Model Synthetic Data Heting Gao, Kaizhi Qian, Junrui Ni, Chuang Gan, Mark A. Hasegawa-Johnson, Shiyu Chang, Yang Zhang

ICML 2024 The Stronger the Diffusion Model, the Easier the Backdoor: Data Poisoning to Induce Copyright BreachesWithout Adjusting Finetuning Pipeline Haonan Wang, Qianli Shen, Yao Tong, Yang Zhang, Kenji Kawaguchi

ECCV 2024 TimeCraft: Navigate Weakly-Supervised Temporal Grounded Video Question Answering via Bi-Directional Reasoning Huabin Liu, Xiao Ma, Cheng Zhong, Yang Zhang, Weiyao Lin

AAAI 2023 A Crowd-AI Collaborative Duo Relational Graph Learning Framework Towards Social Impact Aware Photo Classification Yang Zhang, Ziyi Kou, Lanyu Shang, Huimin Zeng, Zhenrui Yue, Dong Wang

NeurIPSW 2023 AttributionLab: Faithfulness of Feature Attribution Under Controllable Environments Yang Zhang, Yawei Li, Hannah Brown, Mina Rezaei, Bernd Bischl, Philip Torr, Ashkan Khakzar, Kenji Kawaguchi

CVPR 2023 Can't Steal? Cont-Steal! Contrastive Stealing Attacks Against Image Encoders Zeyang Sha, Xinlei He, Ning Yu, Michael Backes, Yang Zhang

ICML 2023 Data Poisoning Attacks Against Multimodal Encoders Ziqing Yang, Xinlei He, Zheng Li, Michael Backes, Mathias Humbert, Pascal Berrang, Yang Zhang

AAAI 2023 Dual Memory Aggregation Network for Event-Based Object Detection with Learnable Representation Dongsheng Wang, Xu Jia, Yang Zhang, Xinyu Zhang, Yaoyuan Wang, Ziyang Zhang, Dong Wang, Huchuan Lu

ICML 2023 Generated Graph Detection Yihan Ma, Zhikun Zhang, Ning Yu, Xinlei He, Michael Backes, Yun Shen, Yang Zhang

ICCV 2023 Harnessing the Spatial-Temporal Attention of Diffusion Models for High-Fidelity Text-to-Image Synthesis Qiucheng Wu, Yujian Liu, Handong Zhao, Trung Bui, Zhe Lin, Yang Zhang, Shiyu Chang

CVPRW 2023 Integrating Appearance and Spatial-Temporal Information for Multi-Camera People Tracking Wenjie Yang, Zhenyu Xie, Yaoming Wang, Yang Zhang, Xiao Ma, Bing Hao

ICLR 2023 Is Adversarial Training Really a Silver Bullet for Mitigating Data Poisoning? Rui Wen, Zhengyu Zhao, Zhuoran Liu, Michael Backes, Tianhao Wang, Yang Zhang

IJCAI 2023 Long-Term Wind Power Forecasting with Hierarchical Spatial-Temporal Transformer Yang Zhang, Lingbo Liu, Xinyu Xiong, Guanbin Li, Guoli Wang, Liang Lin

ICML 2023 Master-ASR: Achieving Multilingual Scalability and Low-Resource Adaptation in ASR with Modular Learning Zhongzhi Yu, Yang Zhang, Kaizhi Qian, Cheng Wan, Yonggan Fu, Yongan Zhang, Yingyan Celine Lin

CVPRW 2023 Multi-View Semantic Information Guidance for Light Field Image Segmentation Yiming Li, Ruixuan Cong, Sizhe Wang, Mingyuan Zhao, Yang Zhang, Fangping Li, Hao Sheng

IJCAI 2023 On Adversarial Robustness of Demographic Fairness in Face Attribute Recognition Huimin Zeng, Zhenrui Yue, Lanyu Shang, Yang Zhang, Dong Wang

IJCAI 2023 On Optimizing Model Generality in AI-Based Disaster Damage Assessment: A Subjective Logic-Driven Crowd-AI Hybrid Learning Approach Yang Zhang, Ruohan Zong, Lanyu Shang, Huimin Zeng, Zhenrui Yue, Na Wei, Dong Wang

ICML 2023 PromptBoosting: Black-Box Text Classification with Ten Forward Passes Bairu Hou, Joe O’Connor, Jacob Andreas, Shiyu Chang, Yang Zhang

AAAI 2023 Pseudo Label-Guided Model Inversion Attack via Conditional Generative Adversarial Network Xiaojian Yuan, Kejiang Chen, Jie Zhang, Weiming Zhang, Nenghai Yu, Yang Zhang

CVPR 2023 SAP-DETR: Bridging the Gap Between Salient Points and Queries-Based Transformer Detector for Fast Model Convergency Yang Liu, Yao Zhang, Yixin Wang, Yang Zhang, Jiang Tian, Zhongchao Shi, Jianping Fan, Zhiqiang He

ICLR 2023 TextGrad: Advancing Robustness Evaluation in NLP by Gradient-Driven Optimization Bairu Hou, Jinghan Jia, Yihua Zhang, Guanhua Zhang, Yang Zhang, Sijia Liu, Shiyu Chang

NeurIPSW 2023 The Stronger the Diffusion Model, the Easier the Backdoor: Data Poisoning to Induce Copyright Breaches Without Adjusting Finetuning Pipeline Haonan Wang, Qianli Shen, Yao Tong, Yang Zhang, Kenji Kawaguchi

ICML 2023 Towards Coherent Image Inpainting Using Denoising Diffusion Implicit Models Guanhua Zhang, Jiabao Ji, Yang Zhang, Mo Yu, Tommi Jaakkola, Shiyu Chang

CVPR 2023 Uncovering the Disentanglement Capability in Text-to-Image Diffusion Models Qiucheng Wu, Yujian Liu, Handong Zhao, Ajinkya Kale, Trung Bui, Tong Yu, Zhe Lin, Yang Zhang, Shiyu Chang

WACV 2023 Unifying Margin-Based SoftMax Losses in Face Recognition Yang Zhang, Simao Herdade, Kapil Thadani, Eric Dodds, Jack Culpepper, Yueh-Ning Ku

ICLR 2022 Adversarial Support Alignment Shangyuan Tong, Timur Garipov, Yang Zhang, Shiyu Chang, Tommi S. Jaakkola

NeurIPS 2022 Amplifying Membership Exposure via Data Poisoning Yufei Chen, Chao Shen, Yun Shen, Cong Wang, Yang Zhang

AAAI 2022 An Adversarial Framework for Generating Unseen Images by Activation Maximization Yang Zhang, Wang Zhou, Gaoyuan Zhang, David D. Cox, Shiyu Chang

IJCAI 2022 BiFSMN: Binary Neural Network for Keyword Spotting Haotong Qin, Xudong Ma, Yifu Ding, Xiaoyang Li, Yang Zhang, Yao Tian, Zejun Ma, Jie Luo, Xianglong Liu

ICML 2022 ContentVec: An Improved Self-Supervised Speech Representation by Disentangling Speakers Kaizhi Qian, Yang Zhang, Heting Gao, Junrui Ni, Cheng-I Lai, David Cox, Mark Hasegawa-Johnson, Shiyu Chang

IJCAI 2022 Crowd, Expert & AI: A Human-AI Interactive Approach Towards Natural Language Explanation Based COVID-19 Misinformation Detection Ziyi Kou, Lanyu Shang, Yang Zhang, Zhenrui Yue, Huimin Zeng, Dong Wang

ICML 2022 Data-Efficient Double-Win Lottery Tickets from Robust Pre-Training Tianlong Chen, Zhenyu Zhang, Sijia Liu, Yang Zhang, Shiyu Chang, Zhangyang Wang

NeurIPS 2022 Fairness Reprogramming Guanhua Zhang, Yihua Zhang, Yang Zhang, Wenqi Fan, Qing Li, Sijia Liu, Shiyu Chang

ICLR 2022 Linking Emergent and Natural Languages via Corpus Transfer Shunyu Yao, Mo Yu, Yang Zhang, Karthik R Narasimhan, Joshua B. Tenenbaum, Chuang Gan

NeurIPS 2022 Losses Can Be Blessings: Routing Self-Supervised Speech Representations Towards Efficient Multilingual and Multitask Speech Processing Yonggan Fu, Yang Zhang, Kaizhi Qian, Zhifan Ye, Zhongzhi Yu, Cheng-I Jeff Lai, Celine Lin

IJCAI 2022 On Attacking Out-Domain Uncertainty Estimation in Deep Neural Networks Huimin Zeng, Zhenrui Yue, Yang Zhang, Ziyi Kou, Lanyu Shang, Dong Wang

ECCV 2022 Semi-Leak: Membership Inference Attacks Against Semi-Supervised Learning Xinlei He, Hongbin Liu, Neil Zhenqiang Gong, Yang Zhang

ECCV 2022 TempFormer: Temporally Consistent Transformer for Video Denoising Mingyang Song, Yang Zhang, Tunç O. Aydın

ICCV 2021 A General Recurrent Tracking Framework Without Real Data Shuai Wang, Hao Sheng, Yang Zhang, Yubin Wu, Zhang Xiong

ICML 2021 Auto-NBA: Efficient and Effective Search over the Joint Space of Networks, Bitwidths, and Accelerators Yonggan Fu, Yongan Zhang, Yang Zhang, David Cox, Yingyan Lin

NeurIPS 2021 BCORLE($\lambda$): An Offline Reinforcement Learning and Evaluation Framework for Coupons Allocation in E-Commerce Market Yang Zhang, Bo Tang, Qingyu Yang, Dou An, Hongyin Tang, Chenyang Xi, Xueying Li, Feiyu Xiong

ICMLW 2021 BadNL: Backdoor Attacks Against NLP Models Xiaoyi Chen, Ahmed Salem, Michael Backes, Shiqing Ma, Yang Zhang

AAAI 2021 Coordination Between Individual Agents in Multi-Agent Reinforcement Learning Yang Zhang, Qingyu Yang, Dou An, Chengwei Zhang

NeurIPS 2021 Drawing Robust Scratch Tickets: Subnetworks with Inborn Robustness Are Found Within Randomly Initialized Networks Yonggan Fu, Qixuan Yu, Yang Zhang, Shang Wu, Xu Ouyang, David Cox, Yingyan Lin

NeurIPS 2021 Fine-Grained Neural Network Explanation by Identifying Input Features with Predictive Information Yang Zhang, Ashkan Khakzar, Yawei Li, Azade Farshad, Seong Tae Kim, Nassir Navab

ICML 2021 Global Prosody Style Transfer Without Text Transcriptions Kaizhi Qian, Yang Zhang, Shiyu Chang, Jinjun Xiong, Chuang Gan, David Cox, Mark Hasegawa-Johnson

CVPRW 2021 MLCapsule: Guarded Offline Deployment of Machine Learning as a Service Lucjan Hanzlik, Yang Zhang, Kathrin Grosse, Ahmed Salem, Maximilian Augustin, Michael Backes, Mario Fritz

NeurIPS 2021 PARP: Prune, Adjust and Re-Prune for Self-Supervised Speech Recognition Cheng-I Jeff Lai, Yang Zhang, Alexander H. Liu, Shiyu Chang, Yi-Lun Liao, Yung-Sung Chuang, Kaizhi Qian, Sameer Khurana, David Cox, Jim Glass

CVPR 2021 Panoptic-PolarNet: Proposal-Free LiDAR Point Cloud Panoptic Segmentation Zixiang Zhou, Yang Zhang, Hassan Foroosh

ICCV 2021 SACoD: Sensor Algorithm Co-Design Towards Efficient CNN-Powered Intelligent PhlatCam Yonggan Fu, Yang Zhang, Yue Wang, Zhihan Lu, Vivek Boominathan, Ashok Veeraraghavan, Yingyan Lin

CVPR 2021 The Lottery Tickets Hypothesis for Supervised and Self-Supervised Pre-Training in Computer Vision Models Tianlong Chen, Jonathan Frankle, Shiyu Chang, Sijia Liu, Yang Zhang, Michael Carbin, Zhangyang Wang

NeurIPS 2021 Understanding Interlocking Dynamics of Cooperative Rationalization Mo Yu, Yang Zhang, Shiyu Chang, Tommi Jaakkola

IJCAI 2021 User Retention: A Causal Approach with Triple Task Modeling Yang Zhang, Dong Wang, Qiang Li, Yue Shen, Ziqi Liu, Xiaodong Zeng, Zhiqiang Zhang, Jinjie Gu, Derek F. Wong

AAAI 2020 Crowd-Assisted Disaster Scene Assessment with Human-AI Interactive Attention Daniel Yue Zhang, Yifeng Huang, Yang Zhang, Dong Wang

ICLR 2020 Deep Symbolic Superoptimization Without Human Knowledge Hui Shi, Yang Zhang, Xinyun Chen, Yuandong Tian, Jishen Zhao

ICML 2020 Invariant Rationalization Shiyu Chang, Yang Zhang, Mo Yu, Tommi Jaakkola

NeurIPS 2020 The Lottery Ticket Hypothesis for Pre-Trained BERT Networks Tianlong Chen, Jonathan Frankle, Shiyu Chang, Sijia Liu, Yang Zhang, Zhangyang Wang, Michael Carbin

ICLR 2020 Training Deep Networks with Stochastic Gradient Normalized by Layerwise Adaptive Second Moments Boris Ginsburg, Patrice Castonguay, Oleksii Hrinchuk, Oleksii Kuchaiev, Vitaly Lavrukhin, Ryan Leary, Jason Li, Huyen Nguyen, Yang Zhang, Jonathan M. Cohen

ICML 2020 Unsupervised Speech Decomposition via Triple Information Bottleneck Kaizhi Qian, Yang Zhang, Shiyu Chang, Mark Hasegawa-Johnson, David Cox

NeurIPS 2019 A Game Theoretic Approach to Class-Wise Selective Rationalization Shiyu Chang, Yang Zhang, Mo Yu, Tommi Jaakkola

ICCVW 2019 A System-Level Solution for Low-Power Object Detection Fanrong Li, Yang Zhang, Jian Cheng, Zitao Mo, Peisong Wang, Zejian Liu, Jiayun Zhang, Gang Li, Qinghao Hu, Xiangyu He, Cong Leng

ICML 2019 AutoVC: Zero-Shot Voice Style Transfer with Only Autoencoder Loss Kaizhi Qian, Yang Zhang, Shiyu Chang, Xuesong Yang, Mark Hasegawa-Johnson

ICLR 2019 CAMOU: Learning Physical Vehicle Camouflages to Adversarially Attack Detectors in the Wild Yang Zhang, Hassan Foroosh, Philip David, Boqing Gong

IJCAI 2019 Fairwalk: Towards Fair Graph Embedding Tahleen A. Rahman, Bartlomiej Surma, Michael Backes, Yang Zhang

CVPRW 2019 Grounding Spoken Words in Unlabeled Video Angie W. Boggust, Kartik Audhkhasi, Dhiraj Joshi, David Harwath, Samuel Thomas, Rogério Schmidt Feris, Danny Gutfreund, Yang Zhang, Antonio Torralba, Michael Picheny, James R. Glass

ICLRW 2019 Point Cloud GAN Chun-Liang Li, Manzil Zaheer, Yang Zhang, Barnabás Póczos, Ruslan Salakhutdinov

ICML 2018 A Theoretical Explanation for Perplexing Behaviors of Backpropagation-Based Visualizations Weili Nie, Yang Zhang, Ankit Patel

CVPRW 2018 Geometry-Aware Traffic Flow Analysis by Detection and Tracking Honghui Shi, Zhonghao Wang, Yang Zhang, Xinchao Wang, Thomas S. Huang

ICCV 2017 Curriculum Domain Adaptation for Semantic Segmentation of Urban Scenes Yang Zhang, Philip David, Boqing Gong

NeurIPS 2017 Dilated Recurrent Neural Networks Shiyu Chang, Yang Zhang, Wei Han, Mo Yu, Xiaoxiao Guo, Wei Tan, Xiaodong Cui, Michael Witbrock, Mark A Hasegawa-Johnson, Thomas S. Huang

CVPRW 2017 Enhancing Detection Model for Multiple Hypothesis Tracking Jiahui Chen, Hao Sheng, Yang Zhang, Zhang Xiong

ICLR 2017 Fast Generation for Convolutional Autoregressive Models Prajit Ramachandran, Tom Le Paine, Pooya Khorrami, Mohammad Babaeizadeh, Shiyu Chang, Yang Zhang, Mark A. Hasegawa-Johnson, Roy H. Campbell, Thomas S. Huang

ICCVW 2017 Modeling the Anisotropic Reflectance of a Surface with Microstructure Engineered to Obtain Visible Contrast After Rotation Andrea Luongo, Viggo Falster, Mads Brix Doest, Dongya Li, Francesco Regi, Yang Zhang

CVPR 2016 Fast Zero-Shot Image Tagging Yang Zhang, Boqing Gong, Mubarak Shah

CVPR 2013 Scene Text Recognition Using Part-Based Tree-Structured Character Detection Cunzhao Shi, Chunheng Wang, Baihua Xiao, Yang Zhang, Song Gao, Zhong Zhang

AISTATS 2012 Probabilistic Acoustic Tube: A Probabilistic Generative Model of Speech for Speech Analysis/synthesis Zhijian Ou, Yang Zhang

ACML 2010 Decision Tree for Dynamic and Uncertain Data Streams Chunquan Liang, Yang Zhang, Qun Song

IJCAI 2009 Incorporating User Behaviors in New Word Detection Yabin Zheng, Zhiyuan Liu, Maosong Sun, Liyun Ru, Yang Zhang