| 2026 | AAAI | TIV: Thought Injection via Vectors for Efficient Reasoning in Large Reasoning Models. | Yi Cao, Weijie Shi, Wei-Jie Xu, Yucheng Shen, Yue Cui, Hanghui Guo, Shimin Di, Ziyi Liu, Jiaming Li, Alexander Zhou, Jia Zhu, Jiajie Xu |
| 2026 | AAAI | Active Multi-source Domain Adaptation for Multimodal Fake News Detection. | Yanping Chen, Weijie Shi, Mengze Li, Yue Cui, Jiaming Li, Ruiyuan Zhang, Hao Chen, Hanghui Guo, Shimin Di, Ziyi Liu, Jia Zhu, Jiajie Xu |
| 2026 | AAAI | Time Shuffle: A Transferability-Booster for Multiple Audio Adversarial Tasks. | Jiacheng Deng, Dengpan Ye, Yuhong Liu, Zhaolin Wei, Ziyi Liu, Haoran Duan |
| 2026 | AAAI | anyECG-chat: A Generalist ECG-MLLM for Flexible ECG Input and Multi-Task Understanding. | Haitao Li, Ziyu Li, Yiheng Mao, Ziyi Liu, Zhoujian Sun, Zhengxing Huang |
| 2026 | ACL | ReEx-SQL: Reasoning with Execution-Aware Reinforcement Learning for Text-to-SQL. | Yaxun Dai, Wenxuan Xie, Xialie Zhuang, Tianyu Yang, Ziyi Liu, Haiqin Yang, Yiying Yang, Yuhang Zhao, Pingfu Chao, Wenhao Jiang |
| 2026 | ACL | LongVideoAgent: Multi-Agent Reasoning with Long Videos. | Runtao Liu, Ziyi Liu, Jiaqi Tang, Yue Ma, Renjie Pi, Jipeng Zhang, Qifeng Chen |
| 2026 | ACL | ProMediate: A Simulation Testbed for Evaluating Proactive Mediation in Multi-Party Negotiation. | Ziyi Liu, Bahareh Sarrafzadeh, Pei Zhou, Longqi Yang, Jieyu Zhao, Ashish Sharma |
| 2026 | CHI | JustShape: Exploring Co-Speech Gestures for Multimodal LLM-Powered 3D Parametric Modeling. | Runlin Duan, Yuzhao Chen, Yichen Hu, Ziyi Liu, Chenfei Zhu, Xiyun Hu, Dizhi Ma, Xinyi Wang, Karthik Ramani |
| 2026 | CHI | AmIWrite: Exploring Scalable One-on-One Handwriting-Based Tutoring for Mathematical Problem-Solving with an LLM-Powered AI Tutor. | Ziyi Liu, Yuzhao Chen, Haoyu Ji, Runlin Duan, Zhengzhe Zhu, Xiyun Hu, Kylie Peppler, Karthik Ramani |
| 2026 | CHI | AgentHands: Generating Interactive Hand Gestures for Spatially Grounded Agent Conversations in XR. | Ziyi Liu, David Li, Zhongyi Zhou, David Kim, Ruofei Du, Xun Qian |
| 2026 | CHI | Towards Design Guidelines for Natural-Language-Based Human-Multi-Robot Collaboration in Domestic Environments. | Xinyi Wang, Shao-Kang Hsia, Ziyi Liu, Chenfei Zhu, Zhengzhe Zhu, Xiyun Hu, Anastasia Kouvaras Ostrowski, Karthik Ramani |
| 2026 | IWQoS | Breaking the Accuracy-Latency Trade-Off in Sketch Compression for Network Measurement. | Hui Yu, Tao Zhang, Siyuan Fan, Ziyi Liu, Zhihong Wang, Yunsheng Liu, Linfei Dong, Haozhi Tang, Ao Zhang, Hui Yin, Fangmin Li |
| 2026 | IWQoS | Switch-Transparent Load Balancing for RDMA Data Centers: A Host-Only Approach. | Tao Zhang, Ao Zhang, Yuchen Wang, Haozhi Tang, Linfei Dong, Ziyi Liu, Hui Yu, Siyuan Fan, Hui Yin, Fangmin Li |
| 2025 | CVPR | Bridge the Gap: From Weak to Full Supervision for Temporal Action Localization with PseudoFormer. | Ziyi Liu, Yangcen Liu |
| 2025 | EMNLP | AI Sees Your Location - But With A Bias Toward The Wealthy World. | Jingyuan Huang, Jen-tse Huang, Ziyi Liu, Xiaoyuan Liu, Wenxuan Wang, Jieyu Zhao |
| 2025 | ICCV | Conditional Visual Autoregressive Modeling for Pathological Image Restoration. | Ziyi Liu, Zhe Xu, Jiabo Ma, Wenqiang Li, Ruixuan Wang, Bo Du, Hao Chen |
| 2025 | WWW | SurvFormer: A Transformer Based Framework for Survival Analysis in Insurance Underwriting. | Yingxue Li, Xiaolu Zhang, Jun Hu, Wenwen Xia, Ziyi Liu, Xiaobo Qin, Binjie Fei, Jun Zhou |
| 2025 | UIST | agentAR: Creating Augmented Reality Applications with Tool-Augmented LLM-based Autonomous Agents. | Chenfei Zhu, Shao-Kang Hsia, Xiyun Hu, Ziyi Liu, Jingyu Shi, Karthik Ramani |
| 2024 | CHI | ClassMeta: Designing Interactive Virtual Classmate to Promote VR Classroom Participation. | Ziyi Liu, Zhengzhe Zhu, Lijun Zhu, Enze Jiang, Xiyun Hu, Kylie A. Peppler, Karthik Ramani |
| 2024 | EMNLP | Self-contradictory reasoning evaluation and detection. | Ziyi Liu, Soumya Sanyal, Isabelle Lee, Yongkang Du, Rahul Gupta, Yang Liu, Jieyu Zhao |
| 2024 | EMNLP | InterIntent: Investigating Social Intelligence of LLMs via Intention Understanding in an Interactive Game Context. | Ziyi Liu, Abhishek Anand, Pei Zhou, Jen-tse Huang, Jieyu Zhao |
| 2024 | ICDE | Approximate Skyline Index for Constrained Shortest Pathfinding with Theoretical Guarantee. | Ziyi Liu, Lei Li, Mengxuan Zhang, Wen Hua, Xiaofang Zhou |
| 2024 | ICML | Causal Bandits: The Pareto Optimal Frontier of Adaptivity, a Reduction to Linear Bandits, and Limitations around Unknown Marginals. | Ziyi Liu, Idan Attias, Daniel M. Roy |
| 2024 | ICONIP | Ranking Region-Based OD-Betweenness Centrality in Road Networks. | Zhixiao Zheng, Lei Li, Mengxuan Zhang, Wen Hua, Ziyi Liu |
| 2024 | ICRA | Model Design and Concept of Operations of Standard Interface for On-orbit Construction. | Jingdong Zhao, Zirui Wang, Ziyi Liu, Liangliang Zhao, Qifan Duan, Hong Liu |
| 2024 | MICCAI | Cross-Modality Cardiac Insight Transfer: A Contrastive Learning Approach to Enrich ECG with CMR Features. | Zhengyao Ding, Yujian Hu, Ziyu Li, Hongkun Zhang, Fei Wu, Yilang Xiang, Tian Li, Ziyi Liu, Xuesen Chu, Zhengxing Huang |
| 2024 | VTC | On Enhancing Intersection Applications With Misbehavior Detection and Mitigation. | Jiahao Zhang, Ziyi Liu, Ins Ben Jemaa, Francesca Bassi, Fawzi Nashashibi |
| 2024 | WWW | Understanding Deployment Experience of 5G. | Ziyi Liu, Huandong Wang, Yong Li |
| 2024 | UIST | avaTTAR: Table Tennis Stroke Training with Embodied and Detached Visualization in Augmented Reality. | Dizhi Ma, Xiyun Hu, Jingyu Shi, Mayank Patel, Rahul Jain, Ziyi Liu, Zhengzhe Zhu, Karthik Ramani |
| 2023 | AAAI | Clustered Federated Learning for Heterogeneous Data (Student Abstract). | Xue Yu, Ziyi Liu, Yifan Sun, Wu Wang |
| 2023 | ACL | Are Machine Rationales (Not) Useful to Humans? Measuring and Improving Human Utility of Free-text Rationales. | Brihi Joshi, Ziyi Liu, Sahana Ramnath, Aaron Chan, Zhewei Tong, Shaoliang Nie, Qifan Wang, Yejin Choi, Xiang Ren |
| 2023 | ACL | XMD: An End-to-End Framework for Interactive Explanation-Based Debugging of NLP Models. | Dong-Ho Lee, Akshen Kadakia, Brihi Joshi, Aaron Chan, Ziyi Liu, Kiran Narahari, Takashi Shibuya, Ryosuke Mitani, Toshiyuki Sekiya, Jay Pujara, Xiang Ren |
| 2023 | CHI | InstruMentAR: Auto-Generation of Augmented Reality Tutorials for Operating Digital Instruments Through Recording Embodied Demonstration. | Ziyi Liu, Zhengzhe Zhu, Enze Jiang, Feichi Huang, Ana M. Villanueva, Xun Qian, Tianyi Wang, Karthik Ramani |
| 2023 | CHI | LearnIoTVR: An End-to-End Virtual Reality Environment Providing Authentic Learning Experiences for Internet of Things. | Zhengzhe Zhu, Ziyi Liu, Youyou Zhang, Lijun Zhu, Joey Huang, Ana M. Villanueva, Xun Qian, Kylie Peppler, Karthik Ramani |
| 2023 | CoRL | Bootstrap Your Own Skills: Learning to Solve New Tasks with Large Language Model Guidance. | Jesse Zhang, Jiahui Zhang, Karl Pertsch, Ziyi Liu, Xiang Ren, Minsuk Chang, Shao-Hua Sun, Joseph J. Lim |
| 2023 | HCI | Wearables and Mixed Reality in Applied Ergonomics: A Literature Review. | Xiyun Hu, Runlin Duan, Ziyi Liu, Vincent G. Duffy |
| 2023 | ICCV | SOAR: Scene-debiasing Open-set Action Recognition. | Yuanhao Zhai, Ziyi Liu, Zhenyu Wu, Yi Wu, Chunluan Zhou, David S. Doermann, Junsong Yuan, Gang Hua |
| 2023 | ICONIP | Learning Adaptable Risk-Sensitive Policies to Coordinate in Multi-agent General-Sum Games. | Ziyi Liu, Yongchun Fang |
| 2022 | AAAI | Learning Disentangled Classification and Localization Representations for Temporal Action Localization. | Zixin Zhu, Le Wang, Wei Tang, Ziyi Liu, Nanning Zheng, Gang Hua |
| 2022 | COLING | AiM: Taking Answers in Mind to Correct Chinese Cloze Tests in Educational Applications. | Yusen Zhang, Zhongli Li, Qingyu Zhou, Ziyi Liu, Chao Li, Mina Ma, Yunbo Cao, Hongzhi Liu |
| 2022 | CVPR | Multi-marginal Contrastive Learning for Multilabel Subcellular Protein Localization. | Ziyi Liu, Zengmao Wang, Bo Du |
| 2022 | EMNLP | ER-Test: Evaluating Explanation Regularization Methods for Language Models. | Brihi Joshi, Aaron Chan, Ziyi Liu, Shaoliang Nie, Maziar Sanjabi, Hamed Firooz, Xiang Ren |
| 2022 | ICIP | Learned Image Compression with Multi-Scale Spatial and Contextual Information Fusion. | Ziyi Liu, Hanli Wang, Taiyi Su |
| 2022 | KDD | MDP2 Forest: A Constrained Continuous Multi-dimensional Policy Optimization Approach for Short-video Recommendation. | Sizhe Yu, Ziyi Liu, Shixiang Wan, Jia Zheng, Zang Li, Fan Zhou |
| 2022 | UIST | MechARspace: An Authoring System Enabling Bidirectional Binding of Augmented Reality with Toys in Real-time. | Zhengzhe Zhu, Ziyi Liu, Tianyi Wang, Youyou Zhang, Xun Qian, Pashin Farsak Raja, Ana M. Villanueva, Karthik Ramani |
| 2021 | AAAI | RNA Secondary Structure Representation Network for RNA-proteins Binding Prediction. | Ziyi Liu, Fulin Luo, Bo Du |
| 2021 | AAAI | Weakly Supervised Temporal Action Localization Through Learning Explicit Subspaces for Action and Context. | Ziyi Liu, Le Wang, Wei Tang, Junsong Yuan, Nanning Zheng, Gang Hua |
| 2021 | AAAI | ACSNet: Action-Context Separation Network for Weakly Supervised Temporal Action Localization. | Ziyi Liu, Le Wang, Qilin Zhang, Wei Tang, Junsong Yuan, Nanning Zheng, Gang Hua |
| 2021 | ADC | An Experimental Study on Exact Multi-constraint Shortest Path Finding. | Xuanyi Zhang, Ziyi Liu, Mengxuan Zhang, Lei Li |
| 2021 | CHI | RobotAR: An Augmented Reality Compatible Teleconsulting Robotics Toolkit for Augmented Makerspace Experiences. | Ana M. Villanueva, Ziyi Liu, Zhengzhe Zhu, Xin Du, Joey Huang, Kylie A. Peppler, Karthik Ramani |
| 2021 | ICDE | Efficient Constrained Shortest Path Query Answering with Forest Hop Labeling. | Ziyi Liu, Lei Li, Mengxuan Zhang, Wen Hua, Pingfu Chao, Xiaofang Zhou |
| 2020 | CHI | Meta-AR-App: An Authoring Platform for Collaborative Augmented Reality in STEM Classrooms. | Ana M. Villanueva, Zhengzhe Zhu, Ziyi Liu, Kylie Peppler, Thomas Redick, Karthik Ramani |
| 2020 | VR | Blindness Visualizer: A Simulated Navigation Experience. | Claudia Krogmeier, Justin Heffron, Justin Legare, Michael G. Nelson, Ziyi Liu, Christos Mousas |
| 2019 | ICCV | Weakly Supervised Temporal Action Localization Through Contrast Based Evaluation Networks. | Ziyi Liu, Le Wang, Qilin Zhang, Zhanning Gao, Zhenxing Niu, Nanning Zheng, Gang Hua |
| 2019 | ICIP | Har Enhanced Weakly-Supervised Semantic Segmentation Coupled with Adversarial Learning. | Leiyuan Ma, Ziyi Liu, Nanning Zheng, Jianji Wang |
| 2019 | ICIP | Action Coherence Network for Weakly Supervised Temporal Action Localization. | Yuanhao Zhai, Le Wang, Ziyi Liu, Qilin Zhang, Gang Hua, Nanning Zheng |
| 2015 | DSN | Enhancing Software Dependability and Security with Hardware Supported Instruction Address Space Randomization. | Seung-Hun Kim, Lei Xu, Ziyi Liu, Zhiqiang Lin, Won Woo Ro, Weidong Shi |
| 2014 | CASES | Fault resilient physical neural networks on a single chip. | Weidong Shi, Yuanfeng Wen, Ziyi Liu, Xi Zhao, Dainis Boumber, Ricardo Vilalta, Lei Xu |
| 2014 | DATE | Programmable decoder and shadow threads: Tolerate remote code injection exploits with diversified redundancy. | Ziyi Liu, Weidong Shi, Shouhuai Xu, Zhiqiang Lin |
| 2013 | ISCA | CPU transparent protection of OS kernel and hypervisor integrity with programmable DRAM. | Ziyi Liu, Jong-Hyuk Lee, Junyuan Zeng, Yuanfeng Wen, Zhiqiang Lin, Weidong Shi |
| 2012 | CASES | Energy efficient hybrid display and predictive models for embedded and mobile systems. | Yuanfeng Wen, Ziyi Liu, Weidong Shi, Yifei Jiang, Albert M. K. Cheng, Khoa Le |
| 2012 | MICRO | Continuous Remote Mobile Identity Management Using Biometric Integrated Touch-Display. | Tao Feng, Ziyi Liu, Bogdan Carbunar, Dainis Boumber, Weidong Shi |