| 2026 | AAAI | Caption Anything in Video: Fine-grained Object-centric Captioning via Spatiotemporal Multimodal Prompting. | Yolo Yunlong Tang, Jing Bi, Chao Huang, Susan Liang, Daiki Shimada, Hang Hua, Yunzhong Xiao, Yizhi Song, Pinxin Liu, Mingqian Feng, Junjia Guo, Zhuo Liu, Luchuan Song, Ali Vosoughi, Jinxi He, Liu He, Zeliang Zhang, Jiebo Luo, Chenliang Xu |
| 2026 | AAAI | RABot: Reinforcement-Guided Graph Augmentation for Imbalanced and Noisy Social Bot Detection. | Longlong Zhang, Xi Wang, Haotong Du, Yangyi Xu, Zhuo Liu, Yang Liu |
| 2026 | ACL | OSCR-Attack: One-Shot Character Level Attacks through Self-Optimizing Continuous Relaxation. | Lingyi Kong, Zhuo Liu, Zhanghao Hu, Qilong Qiu, Yutao Yang, Jingjing Xue, Zheng Wang, Lin Gui, Feiping Nie |
| 2026 | ACL | TROJail: Trajectory-Level Optimization for Multi-Turn Large Language Model Jailbreaks with Process Rewards. | Xiqiao Xiong, Ouxiang Li, Zhuo Liu, Moxin Li, Wentao Shi, Fengbin Zhu, Qifan Wang, Fuli Feng |
| 2026 | WSDM | EpicCBR: Item-Relation-Enhanced Dual-Scenario Contrastive Learning for Cold-Start Bundle Recommendation. | Yihang Li, Zhuo Liu, Wei Wei |
| 2025 | AAAI | What Are Step-Level Reward Models Rewarding? Counterintuitive Findings from MCTS-Boosted Mathematical Reasoning. | Yiran Ma, Zui Chen, Tianqiao Liu, Mi Tian, Zhuo Liu, Zitao Liu, Weiqi Luo |
| 2025 | ACL | Self-Improvement Towards Pareto Optimality: Mitigating Preference Conflicts in Multi-Objective Alignment. | Moxin Li, Yuantao Zhang, Wenjie Wang, Wentao Shi, Zhuo Liu, Fuli Feng, Tat-Seng Chua |
| 2025 | ACL | Same Company, Same Signal: The Role of Identity in Earnings Call Transcripts. | Ding Yu, Zhuo Liu, Hangfeng He |
| 2025 | EMNLP | Assistant-Guided Mitigation of Teacher Preference Bias in LLM-as-a-Judge. | Zhuo Liu, Moxin Li, Xun Deng, Qifan Wang, Fuli Feng |
| 2025 | EMNLP | On the Role of Model Prior in Real-World Inductive Reasoning. | Zhuo Liu, Ding Yu, Hangfeng He |
| 2025 | EMNLP | TreeRare: Syntax Tree-Guided Retrieval and Reasoning for Knowledge-Intensive Question Answering. | Boyi Zhang, Zhuo Liu, Hangfeng He |
| 2025 | IROS | Multi-Robot Assembly of Deformable Linear Objects Using Multi-Modal Perception. | Kejia Chen, Celina Dettmering, Florian Pachler, Zhuo Liu, Yue Zhang, Tailai Cheng, Jonas Dirr, Zhenshan Bing, Alois Knoll, Rdiger Daub |
| 2025 | NAACL | Mitigating Hallucinations in Multimodal Spatial Relations through Constraint-Aware Prompting. | Jiarui Wu, Zhuo Liu, Hangfeng He |
| 2024 | CVPR | Learning to Transform Dynamically for Better Adversarial Transferability. | Rongyi Zhu, Zeliang Zhang, Zhuo Liu, Chenliang Xu, Susan Liang |
| 2024 | EMNLP | Can CLIP Count Stars? An Empirical Study on Quantity Bias in CLIP. | Zeliang Zhang, Zhuo Liu, Mingqian Feng, Chenliang Xu |
| 2024 | IJCAI | Nonconvex Multiview Subspace Clustering Framework with Efficient Method Designs and Theoretical Analysis. | Zhi Wang, Zhuo Liu, Dong Hu, Tao Jia |
| 2023 | AAAI | Ising-Traffic: Using Ising Machine Learning to Predict Traffic Congestion under Uncertainty. | Zhenyu Pan, Anshujit Sharma, Jerry Yao-Chieh Hu, Zhuo Liu, Ang Li, Han Liu, Michael C. Huang, Tong Geng |
| 2023 | DAC | Ising-CF: A Pathbreaking Collaborative Filtering Method Through Efficient Ising Machine Learning. | Zhuo Liu, Yunan Yang, Zhenyu Pan, Anshujit Sharma, Amit Hasan, Caiwen Ding, Ang Li, Michael C. Huang, Tong Geng |
| 2022 | GECCO | A classification-assisted level-based learning evolutionary algorithm for expensive multiobjective optimization problems. | Zhuo Liu, Xiaolin Xiao, Feng-Feng Wei, Wei-Neng Chen |
| 2022 | ICCD | CoDG-ReRAM: An Algorithm-Hardware Co-design to Accelerate Semi-Structured GNNs on ReRAM. | Yixuan Luo, Payman Behnam, Kiran Thorat, Zhuo Liu, Hongwu Peng, Shaoyi Huang, Shu Zhou, Omer Khan, Alexey Tumanov, Caiwen Ding, Tong Geng |
| 2022 | ICPADS | DiTing: Edge Assisted Real-time ID-aware Visual Interaction for Multi-user Augmented Reality. | Xinjun Cai, Zheng Yang, Liang Dong, Qiang Ma, Xin Miao, Zhuo Liu |
| 2022 | SECON | Stitching Weight-Shared Deep Neural Networks for Efficient Multitask Inference on GPU. | Zeyu Wang, Xiaoxi He, Zimu Zhou, Xu Wang, Qiang Ma, Xin Miao, Zhuo Liu, Lothar Thiele, Zheng Yang |
| 2021 | KDD | Dialogue Based Disease Screening Through Domain Customized Reinforcement Learning. | Zhuo Liu, Yanxuan Li, Xingzhi Sun, Fei Wang, Gang Hu, Guotong Xie |
| 2020 | IECON | A second order filter-based fault detection method for five-phase permanent magnet synchronous generators. | Zhuo Liu, Azeddine Houari, Mohamed Machmoum, Mohamed-Fouad Benkhoris, Tianhao Tang |
| 2019 | ICA3PP | Twitter Event Detection Under Spatio-Temporal Constraints. | Gaolei Fei, Yong Cheng, Yang Liu, Zhuo Liu, Guangmin Hu |
| 2015 | DATE | Eliminating intra-warp conflict misses in GPU. | Bin Wang, Zhuo Liu, Xinning Wang, Weikuan Yu |
| 2015 | MASCOTS | Preserving Row Buffer Locality for PCM Wear-Leveling under Massive Parallelism. | Xinning Wang, Bin Wang, Zhuo Liu, Weikuan Yu |
| 2014 | SC | BPAR: a bundle-based parallel aggregation framework for decoupled I/O execution. | Teng Wang, Kevin Vasko, Zhuo Liu, Hui Chen, Weikuan Yu |
| 2013 | CCGRID | SLOAVx: Scalable LOgarithmic AlltoallV Algorithm for Hierarchical Multicore Systems. | Cong Xu, Manjunath Gorentla Venkata, Richard L. Graham, Yandong Wang, Zhuo Liu, Weikuan Yu |
| 2013 | CLUSTER | A case of system-wide power management for scientific applications. | Zhuo Liu, Jay F. Lofstead, Teng Wang, Weikuan Yu |
| 2013 | ICCCN | Profiling and Improving I/O Performance of a Large-Scale Climate Scientific Application. | Zhuo Liu, Bin Wang, Teng Wang, Yuan Tian, Cong Xu, Yandong Wang, Weikuan Yu, Carlos A. Cruz, Shujia Zhou, Tom Clune, Scott Klasky |
| 2013 | MMAR | Decision support system for peak load dispatching. | Jin Liu, Jilai Yu, Zhuo Liu |
| 2012 | GRC | QoM: An effective querying method for time series database. | Yucai Feng, Lianhua Chi, Hehua Chi, Chuanlu Liu, Zhuo Liu |
| 2012 | MASCOTS | PCM-Based Durable Write Cache for Fast Disk I/O. | Zhuo Liu, Bin Wang, Patrick Carpenter, Dong Li, Jeffrey S. Vetter, Weikuan Yu |
| 2011 | MASS | MAP: Authenticating Multiple-Tags. | Qingsong Yao, Jinsong Han, Saiyu Qi, Zhuo Liu |
| 2010 | CLUSTER | TRACER: A Trace Replay Tool to Evaluate Energy-Efficiency of Mass Storage Systems. | Zhuo Liu, Fei Wu, Xiao Qin, Changsheng Xie, Jian Zhou, Jianzong Wang |
| 2009 | ISNN | Back Propagation Neural Network Based Lifetime Analysis of Wireless Sensor Network. | Wenjun Yang, Bingwen Wang, Zhuo Liu, Xiaoya Hu |
| 2009 | ISNN | Design and Implementation of the Structure Health Monitoring System for Bridge Based on Wireless Sensor Network. | An Yin, Bingwen Wang, Zhuo Liu, Xiaoya Hu |
| 2006 | ISM | New Image Retrieval System Based on Robust Color and Texture Pattern Feature Extractions. | Zhuo Liu, Shigeo Wada |
| 2005 | ICCS | The Impact of Background Error on Incomplete Observations for 4D-Var Data Assimilation with the FSU GSM. | Ionel Michael Navon, Dacian N. Daescu, Zhuo Liu |
| 2005 | ICIP | Robust feature extraction technique for texture image retrieval. | Zhuo Liu, Shigeo Wada |
| 2005 | MMSP | Efficient Feature Extraction for Robust Image Classification and Retrieval. | Zhuo Liu, Shigeo Wada |