| 2025 | CVPR | Revisiting Referring Expression Comprehension Evaluation in the Era of Large Multimodal Models. | Jierun Chen, Fangyun Wei, Jinjing Zhao, Sizhe Song, Bohuai Wu, Zhuoxuan Peng, S.-H. Gary Chan, Hongyang Zhang |
| 2025 | CVPR | BACON: Improving Clarity of Image Captions via Bag-of-Concept Graphs. | Zhantao Yang, Ruili Feng, Keyu Yan, Huangji Wang, Zhicai Wang, Shangwen Zhu, Han Zhang, Jie Xiao, Pingyu Wu, Kai Zhu, Jixuan Chen, Chen-Wei Xie, Yue Yang, Hongyang Zhang, Yu Liu, Fan Cheng |
| 2025 | ICANN | CLIP-Guided Frequency-Aware Representation Learning for Generalizable Remote-Sensing Image Tampering Detection. | Hong Lin, Hongyang Zhang, Qingyao Wu, Haitao Zhang, Xinghao Ding, Yue Huang, Xiaotong Tu |
| 2025 | ICASSP | PANDA: Patch-Aware Graph Network with Dual Alignment for Time Series Forecasting. | Chen Li, Hongyang Zhang, Saqlain Abbas, Chenyu Ma, Yinhao Liu, Xiaotong Tu |
| 2024 | AAAI | Lost Domain Generalization Is a Natural Consequence of Lack of Training Domains. | Yimu Wang, Yihan Wu, Hongyang Zhang |
| 2024 | CCS | zkLLM: Zero Knowledge Proofs for Large Language Models. | Haochen Sun, Jason Li, Hongyang Zhang |
| 2024 | COCOA | Budget Feasible Mechanism for a k-submodular Function in the Clock Auction Model. | Hongyang Zhang, Wenchang Luo |
| 2024 | EMNLP | EAGLE-2: Faster Inference of Language Models with Dynamic Draft Trees. | Yuhui Li, Fangyun Wei, Chao Zhang, Hongyang Zhang |
| 2024 | EMNLP | Scalable Fine-tuning from Multiple Data Sources: A First-Order Approximation Approach. | Dongyue Li, Ziniu Zhang, Lu Wang, Hongyang Zhang |
| 2024 | ICLR | Unbiased Watermark for Large Language Models. | Zhengmian Hu, Lichang Chen, Xidong Wu, Yihan Wu, Hongyang Zhang, Heng Huang |
| 2024 | ICLR | RAIN: Your Language Models Can Align Themselves without Finetuning. | Yuhui Li, Fangyun Wei, Jinjing Zhao, Chao Zhang, Hongyang Zhang |
| 2024 | ICML | AnyTool: Self-Reflective, Hierarchical Agents for Large-Scale API Calls. | Yu Du, Fangyun Wei, Hongyang Zhang |
| 2024 | ICML | EAGLE: Speculative Sampling Requires Rethinking Feature Uncertainty. | Yuhui Li, Fangyun Wei, Chao Zhang, Hongyang Zhang |
| 2024 | ICML | A Resilient and Accessible Distribution-Preserving Watermark for Large Language Models. | Yihan Wu, Zhengmian Hu, Junfeng Guo, Hongyang Zhang, Heng Huang |
| 2024 | IROS | Modelling and Analysis of Joint-to-End Variable Stiffness for Cable-Driven Hyper-Redundant Manipulator. | Hongyang Zhang, Shuting Wang, Hu Li, Yuanlong Xie |
| 2023 | AISTATS | Nash Equilibria and Pitfalls of Adversarial Training in Adversarial Robustness Games. | Maria-Florina Balcan, Rattana Pukdee, Pradeep Ravikumar, Hongyang Zhang |
| 2023 | CVPR | Cooperation or Competition: Avoiding Player Domination for Multi-Target Robustness via Adaptive Budgets. | Yimu Wang, Dinghuai Zhang, Yihan Wu, Heng Huang, Hongyang Zhang |
| 2023 | ICLR | Causal Balancing for Domain Generalization. | Xinyi Wang, Michael Saxon, Jiachen Li, Hongyang Zhang, Kun Zhang, William Yang Wang |
| 2023 | ICML | Understanding the Impact of Adversarial Robustness on Accuracy Disparity. | Yuzheng Hu, Fan Wu, Hongyang Zhang, Han Zhao |
| 2023 | ICML | A Law of Robustness beyond Isoperimetry. | Yihan Wu, Heng Huang, Hongyang Zhang |
| 2022 | EMNLP | Certified Error Control of Candidate Set Pruning for Two-Stage Relevance Ranking. | Minghan Li, Xinyu Zhang, Ji Xin, Hongyang Zhang, Jimmy Lin |
| 2022 | ICML | RetrievalGuard: Provably Robust 1-Nearest Neighbor Image Retrieval. | Yihan Wu, Hongyang Zhang, Heng Huang |
| 2022 | ICML | Building Robust Ensembles via Margin Boosting. | Dinghuai Zhang, Hongyang Zhang, Aaron C. Courville, Yoshua Bengio, Pradeep Ravikumar, Arun Sai Suggala |
| 2022 | IECON | Improved Local Path Planning for Mobile Robot Using Modified Dynamic Window Approach. | Qingchen Fu, Shuting Wang, Hongyang Zhang, Yiming Yan, Liquan Jiang, Yuanlong Xie |
| 2021 | VTC | Frequency Domain Pilot-Aided Channel Estimation for OTFS over Fast Fading Channels. | Hongyang Zhang, Xiaojing Huang, J. Andrew Zhang |
| 2020 | ECCV | Design and Interpretation of Universal Adversarial Patches in Face Detection. | Xiao Yang, Fangyun Wei, Hongyang Zhang, Jun Zhu |
| 2020 | VTC | Adaptive Transmission Based on MMSE Equalization over Fast Fading Channels. | Hongyang Zhang, Xiaojing Huang, J. Andrew Zhang, Y. Jay Guo |
| 2019 | AISTATS | Recovery Guarantees For Quadratic Tensors With Sparse Observations. | Hongyang Zhang, Vatsal Sharan, Moses Charikar, Yingyu Liang |
| 2019 | AISTATS | Deep Neural Networks with Multi-Branch Architectures Are Intrinsically Less Non-Convex. | Hongyang Zhang, Junru Shao, Ruslan Salakhutdinov |
| 2019 | ICML | Theoretically Principled Trade-off between Robustness and Accuracy. | Hongyang Zhang, Yaodong Yu, Jiantao Jiao, Eric P. Xing, Laurent El Ghaoui, Michael I. Jordan |
| 2019 | WWW | Pruning based Distance Sketches with Provable Guarantees on Random Graphs. | Hongyang Zhang, Huacheng Yu, Ashish Goel |
| 2019 | SODA | Testing Matrix Rank, Optimally. | Maria-Florina Balcan, Yi Li, David P. Woodruff, Hongyang Zhang |
| 2018 | COLT | Algorithmic Regularization in Over-parameterized Matrix Sensing and Neural Networks with Quadratic Activations. | Yuanzhi Li, Tengyu Ma, Hongyang Zhang |
| 2018 | ICALP | Improved Algorithms for Adaptive Compressed Sensing. | Vasileios Nakos, Xiaofei Shi, David P. Woodruff, Hongyang Zhang |
| 2017 | AAAI | Fast Compressive Phase Retrieval under Bounded Noise. | Hongyang Zhang, Shan You, Zhouchen Lin, Chao Xu |
| 2017 | ICML | Differentially Private Clustering in High-Dimensional Euclidean Spaces. | Maria-Florina Balcan, Travis Dick, Yingyu Liang, Wenlong Mou, Hongyang Zhang |
| 2016 | AAAI | Incentives for Strategic Behavior in Fisher Market Games. | Ning Chen, Xiaotie Deng, Bo Tang, Hongyang Zhang |
| 2016 | AINA | Detecting Stepping-Stone Intruders by Identifying Crossover Packets in SSH Connections. | Shou-Hsuan Stephen Huang, Hongyang Zhang, Michael Phay |
| 2016 | COLT | Learning and 1-bit Compressed Sensing under Asymmetric Noise. | Pranjal Awasthi, Maria-Florina Balcan, Nika Haghtalab, Hongyang Zhang |
| 2016 | KDD | Approximate Personalized PageRank on Dynamic Graphs. | Hongyang Zhang, Peter Lofgren, Ashish Goel |
| 2015 | AAAI | Exact Recoverability of Robust PCA via Outlier Pursuit with Tight Recovery Bounds. | Hongyang Zhang, Zhouchen Lin, Chao Zhang, Edward Y. Chang |
| 2015 | BMVC | Manifold-Regularized Selectable Factor Extraction for Semi-supervised Image Classification. | Xin Shi, Chao Zhang, Fangyun Wei, Hongyang Zhang, Yiyuan She |
| 2015 | SODA | Connectivity in Random Forests and Credit Networks. | Ashish Goel, Sanjeev Khanna, Sharath Raghvendra, Hongyang Zhang |
| 2015 | WAW | A Note on Modeling Retweet Cascades on Twitter. | Ashish Goel, Kamesh Munagala, Aneesh Sharma, Hongyang Zhang |
| 2013 | ICNC | Neural-network based structural health monitoring with wireless sensor networks. | Xiaobo Xie, Junqi Guo, Hongyang Zhang, Tao Jiang, Rongfang Bie, Yunchuan Sun |
| 2012 | AAAI | Computing the Nucleolus of Matching, Cover and Clique Games. | Ning Chen, Pinyan Lu, Hongyang Zhang |
| 2012 | AAIM | Fixed-Parameter Tractability of almost CSP Problem with Decisive Relations. | Chihao Zhang, Hongyang Zhang |
| 2012 | ICALP | Incentive Ratios of Fisher Markets. | Ning Chen, Xiaotie Deng, Hongyang Zhang, Jie Zhang |
| 2012 | TrustCom | Square-Root Unscented Kalman Filtering Based Localization and Tracking in the Internet of Things. | Junqi Guo, Hongyang Zhang, Yunchuan Sun, Rongfang Bie |