| 2026 | ACL | ProToM: Promoting Prosocial Behaviour via Theory of Mind-Informed Feedback. | Matteo Bortoletto, Yichao Zhou, Lance Ying, Tianmin Shu, Andreas Bulling |
| 2025 | COLING | SUMIE: A Synthetic Benchmark for Incremental Entity Summarization. | Eunjeong Hwang, Yichao Zhou, Beliz Gunel, James Bradley Wendt, Sandeep Tata |
| 2025 | ECAI | Masked Spectrum ViT with Cross-Scale Fusion for Universal Deepfake Detection. | Kaiwen Xu, Xiyuan Hu, Chen Chen, Yichao Zhou, Yang Xu |
| 2025 | ICLR | Depth Pro: Sharp Monocular Metric Depth in Less Than a Second. | Alexey Bochkovskiy, Amal Delaunoy, Hugo Germain, Marcel Santos, Yichao Zhou, Stephan R. Richter, Vladlen Koltun |
| 2024 | AAAI | Adaptive Integration of Partial Label Learning and Negative Learning for Enhanced Noisy Label Learning. | Mengmeng Sheng, Zeren Sun, Zhenhuang Cai, Tao Chen, Yichao Zhou, Yazhou Yao |
| 2024 | DSAA | Global-Local Unified Cross-View Enhancing Framework for Person Re-Identification. | Tianran Chen, Chen Chen, Yichao Zhou, Xiyuan Hu |
| 2024 | DSAA | SMP-Track: SAM in Multi-Pedestrian Tracking. | Shiyin Wang, Huafeng Liu, Qiong Wang, Yichao Zhou, Yazhou Yao |
| 2024 | DSAA | Inter-Frame Multiscale Probabilistic Cross-Attention for Surveillance Object Detection. | Huanhuan Xu, Xiyuan Hu, Yichao Zhou |
| 2024 | EMNLP | Enhancing Incremental Summarization with Structured Representations. | Eunjeong Hwang, Yichao Zhou, James B. Wendt, Beliz Gunel, Nguyen Vo, Jing Xie, Sandeep Tata |
| 2024 | ICDE | FieldSwap: Data Augmentation for Effective Form-Like Document Extraction. | Jing Xie, James B. Wendt, Yichao Zhou, Seth Ebner, Sandeep Tata |
| 2024 | ICIP | Deepfake Detection With Combined Unsupervised-Supervised Contrastive Learning. | Junshuai Zheng, Yichao Zhou, Xiyuan Hu, Zhenmin Tang |
| 2023 | EMNLP | Selective Labeling: How to Radically Lower Data-Labeling Costs for Document Extraction Models. | Yichao Zhou, James B. Wendt, Navneet Potti, Jing Xie, Sandeep Tata |
| 2023 | KDD | VRDU: A Benchmark for Visually-rich Document Understanding. | Zilong Wang, Yichao Zhou, Wei Wei, Chen-Yu Lee, Sandeep Tata |
| 2022 | ACCV | Improving Surveillance Object Detection with Adaptive Omni-Attention over Both Inter-frame and Intra-frame Context. | Tingting Yu, Chen Chen, Yichao Zhou, Xiyuan Hu |
| 2022 | CIKM | ReLiable: Offline Reinforcement Learning for Tactical Strategies in Professional Basketball Games. | Xiusi Chen, Jyun-Yu Jiang, Kun Jin, Yichao Zhou, Mingyan Liu, P. Jeffrey Brantingham, Wei Wang |
| 2022 | WSDM | Learning Transferable Node Representations for Attribute Extraction from Web Documents. | Yichao Zhou, Ying Sheng, Nguyen Vo, Nick Edmonds, Sandeep Tata |
| 2021 | AAAI | Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global Inference. | Yichao Zhou, Yu Yan, Rujun Han, J. Harry Caufield, Kai-Wei Chang, Yizhou Sun, Peipei Ping, Wei Wang |
| 2021 | CIKM | #StayHome or #Marathon?: Social Media Enhanced Pandemic Surveillance on Spatial-temporal Dynamic Graphs. | Yichao Zhou, Jyun-Yu Jiang, Xiusi Chen, Wei Wang |
| 2021 | CVPR | NeRD: Neural 3D Reflection Symmetry Detector. | Yichao Zhou, Shichen Liu, Yi Ma |
| 2021 | ICCV | VaPiD: A Rapid Vanishing Point Detector via Learned Optimizers. | Shichen Liu, Yichao Zhou, Yajie Zhao |
| 2021 | ICDE | CREATe: Clinical Report Extraction and Annotation Technology. | Yichao Zhou, Wei-Ting Chen, Bowen Zhang, David Lee, J. Harry Caufield, Kai-Wei Chang, Yizhou Sun, Peipei Ping, Wei Wang |
| 2020 | ACL | "The Boating Store Had Its Best Sail Ever": Pronunciation-attentive Contextualized Pun Recognition. | Yichao Zhou, Jyun-Yu Jiang, Jieyu Zhao, Kai-Wei Chang, Wei Wang |
| 2020 | CIKM | Learning to Create Better Ads: Generation and Ranking Approaches for Ad Creative Refinement. | Shaunak Mishra, Manisha Verma, Yichao Zhou, Kapil Thadani, Wei Wang |
| 2020 | EMNLP | Domain Knowledge Empowered Structured Neural Net for End-to-End Event Temporal Relation Extraction. | Rujun Han, Yichao Zhou, Nanyun Peng |
| 2020 | WWW | Recommending Themes for Ad Creative Design via Visual-Linguistic Representations. | Yichao Zhou, Shaunak Mishra, Manisha Verma, Narayan Bhamidipati, Wei Wang |
| 2020 | SIGIR | Social Media User Geolocation via Hybrid Attention. | Cheng Zheng, Jyun-Yu Jiang, Yichao Zhou, Sean D. Young, Wei Wang |
| 2019 | EMNLP | Learning to Discriminate Perturbations for Blocking Adversarial Attacks in Text Classification. | Yichao Zhou, Jyun-Yu Jiang, Kai-Wei Chang, Wei Wang |
| 2019 | ICCV | FrameNet: Learning Local Canonical Frames of 3D Surfaces From a Single RGB Image. | Jingwei Huang, Yichao Zhou, Thomas A. Funkhouser, Leonidas J. Guibas |
| 2019 | ICCV | End-to-End Wireframe Parsing. | Yichao Zhou, Haozhi Qi, Yi Ma |
| 2019 | ICCV | Learning to Reconstruct 3D Manhattan Wireframes From a Single Image. | Yichao Zhou, Haozhi Qi, Yuexiang Zhai, Qi Sun, Zhili Chen, Li-Yi Wei, Yi Ma |
| 2019 | KDD | Understanding Consumer Journey using Attention based Recurrent Neural Networks. | Yichao Zhou, Shaunak Mishra, Jelena Gligorijevic, Tarun Bhatia, Narayan Bhamidipati |
| 2018 | EMNLP | Learning Gender-Neutral Word Embeddings. | Jieyu Zhao, Yichao Zhou, Zeyu Li, Wei Wang, Kai-Wei Chang |
| 2017 | ICDE | AZTEC: A Cloud-based Computational Platform to Integrate Biomedical Resources. | Patrick Tan, Yichao Zhou, Xinxin Huang, Giuseppe M. Mazzeo, Chelsea Ju |
| 2015 | AAAI | Massively Parallel A* Search on a GPU. | Yichao Zhou, Jianyang Zeng |
| 2015 | RECOMB | Computational Protein Design Using AND/OR Branch-and-Bound Search. | Yichao Zhou, Yuexin Wu, Jianyang Zeng |