| 2026 | CHI | CritiqueCrew: Orchestrating Multi-Perspective Conversational Design Critique. | Xiaojiao Chen, Jiahuan Zhou, Yunfeng Shu, Ruihan Wang, Qinghua Liu |
| 2026 | SIGMOD | GlassboxAD: An Interactive System for Dissecting Hierarchical Time-Series Anomaly Detection. | Mingyi Huang, Qinghua Liu, Paul Boniol, John Paparrizos |
| 2026 | WSDM | A Comprehensive Guide to Time-Series Anomaly Detection. | John Paparrizos, Paul Boniol, Qinghua Liu, Themis Palpanas |
| 2025 | ACL | Evaluating the Long-Term Memory of Large Language Models. | Zixi Jia, Qinghua Liu, Hexiao Li, Yuyan Chen, Jiqiang Liu |
| 2025 | ICLR | The Belief State Transformer. | Edward S. Hu, Kwangjun Ahn, Qinghua Liu, Haoran Xu, Manan Tomar, Ada Langford, Dinesh Jayaraman, Alex Lamb, John Langford |
| 2025 | ICML | Is Best-of-N the Best of Them? Coverage, Scaling, and Optimality in Inference-Time Alignment. | Audrey Huang, Adam Block, Qinghua Liu, Nan Jiang, Akshay Krishnamurthy, Dylan J. Foster |
| 2025 | IJCNN | External Knowledge-Guided Interaction-Aware Multimodal Rumor Detection. | Yiming Jiang, Guoyong Cai, Yunxian Shang, Qinghua Liu |
| 2025 | IROS | Triple-S: A Collaborative Multi-LLM Framework for Solving Long-Horizon Implicative Tasks in Robotics. | Zixi Jia, Hongbin Gao, Fashe Li, Jiqiang Liu, Hexiao Li, Qinghua Liu |
| 2025 | IECON | Photovoltaic power interval prediction method based on spatio-temporal fusion diffusion model. | Yishi Chen, Jinxiang Liu, Jingxin He, Qinghua Liu, Taozhan Zhang, Senlin Zhang |
| 2025 | KDD | Advances in Time-Series Anomaly Detection: Algorithms, Benchmarks, and Evaluation Measures. | John Paparrizos, Paul Boniol, Qinghua Liu, Themis Palpanas |
| 2024 | ACML | DCoT: Dual Chain-of-Thought Prompting for Large Multimodal Models. | Zixi Jia, Jiqiang Liu, Hexiao Li, Qinghua Liu, Hongbin Gao |
| 2024 | IJCNN | An Active Learning Framework for Continuous Rapid Rumor Detection in Evolving Social Media. | Zhejie Shao, Guoyong Cai, Qinghua Liu, Yunxian Shang |
| 2023 | COLT | Breaking the Curse of Multiagency: Provably Efficient Decentralized Multi-Agent RL with Function Approximation. | Yuanhao Wang, Qinghua Liu, Yu Bai, Chi Jin |
| 2023 | Interspeech | PIAVE: A Pose-Invariant Audio-Visual Speaker Extraction Network. | Qinghua Liu, Meng Ge, Zhizheng Wu, Haizhou Li |
| 2023 | STOC | Optimistic MLE: A Generic Model-Based Algorithm for Partially Observable Sequential Decision Making. | Qinghua Liu, Praneeth Netrapalli, Csaba Szepesvri, Chi Jin |
| 2022 | COLT | When Is Partially Observable Reinforcement Learning Not Scary? | Qinghua Liu, Alan Chung, Csaba Szepesvri, Chi Jin |
| 2022 | ICML | The Power of Exploiter: Provable Multi-Agent RL in Large State Spaces. | Chi Jin, Qinghua Liu, Tiancheng Yu |
| 2022 | ICML | Learning Markov Games with Adversarial Opponents: Efficient Algorithms and Fundamental Limits. | Qinghua Liu, Yuanhao Wang, Chi Jin |
| 2021 | ICLR | Provable Rich Observation Reinforcement Learning with Combinatorial Latent States. | Dipendra Misra, Qinghua Liu, Chi Jin, John Langford |
| 2021 | ICML | A Sharp Analysis of Model-based Reinforcement Learning with Self-Play. | Qinghua Liu, Tiancheng Yu, Yu Bai, Chi Jin |
| 2021 | IGARSS | SAR-GMTI Based on ATI with Normalized Amplitude Weighted Phase Difference. | Qinghua Liu, Junfeng Wang, Xingzhao Liu |
| 2021 | IGARSS | Assessment of the Accuracy of Tropospheric Atmospheric Correction Using a High-Efficiency WRF Simulation Driven by ERA5. | Qinghua Liu, Qiming Zeng, Jian Jiao |
| 2020 | CADE | Evaluation of Axiom Selection Techniques. | Qinghua Liu, Zishi Wu, Zihao Wang, Geoff Sutcliffe |
| 2019 | ICPADS | Towards Efficient Parallel Multipathing: A Receiver-Centric Cross-Layer Solution to Aid Multipath TCP. | Yuanlong Cao, Dandan Yu, Li Zeng, Qinghua Liu, Fuying Wu, Xiaolin Gui, Minghe Huang |
| 2017 | ISKE | New terms metric based on substitutions. | Qinghua Liu, Yang Xu, Xingxing He |
| 2016 | APCC | Multi-attribute aware multipath data scheduling strategy for efficient MPTCP-based data delivery. | Fenfen Ke, Minghe Huang, Zhihua Liu, Qinghua Liu, Yuanlong Cao |
| 2016 | VCIP | PR-MPTCP | Yuanlong Cao, Qinghua Liu, Guoliang Luo, Yugen Yi, Minghe Huang |
| 2015 | PIMRC | Receiver-driven multipath data scheduling strategy for in-order arriving in SCTP-based heterogeneous wireless networks. | Yuanlong Cao, Qinghua Liu, Guoliang Luo, Minghe Huang |
| 2013 | WISE | Interface Design of Semantic System for Road Sign Management. | Ning Li, Zhisheng Huang, Dan Xu, Xiaofei Zhang, Dongsheng Wang, Zhi Wang, Qinghua Liu, Jiangli Zhang, Diming Zhang |
| 2013 | WISE | A Semantically-Enabled System for Road Sign Management. | Qinghua Liu, Qiang Qian, Dan Xu, Xiaofei Zhang, Ning Li, Dongsheng Wang, Zhi Wang, Zhisheng Huang |
| 2013 | WISE | Using Semantic Techology for Consistency Checking of Road Signs. | Dongsheng Wang, Zhisheng Huang, Qinghua Liu, Xiaofei Zhang, Dan Xu, Zhi Wang, Ning Li, Jiangli Zhang, Diming Zhang |
| 2013 | WISE | Using Semantic Technology for Automatic Verification of Road Signs. | Dan Xu, Qinghua Liu, Zhisheng Huang, Diming Zhang, Jiangli Zhang, Ning Li |
| 2013 | WISE | Semantic and Qualitative Spatial Reasoning Based Road Network Modeling. | Xiaofei Zhang, Zhisheng Huang, Ning Li, Dan Xu, Zhi Wang, Qinghua Liu |
| 2005 | ICCD | Pre-layout Physical Connectivity Prediction with Application in Clustering-Based Placement. | Qinghua Liu, Malgorzata Marek-Sadowska |
| 2004 | DAC | Pre-layout wire length and congestion estimation. | Qinghua Liu, Malgorzata Marek-Sadowska |
| 1997 | RECOMB | The power of surface-based DNA computation (extended abstract). | Weiping Cai, Anne Condon, Robert M. Corn, Elton Glaser, Zhengdong Fei, Tony Frutos, Zhen Guo, Max G. Lagally, Qinghua Liu, Lloyd M. Smith, Andrew Thiel |