| 2026 | AAAI | Inference Scaling Law for Retrieval Augmented Generation. | Shu Zhou, Yuxuan Ao, Yunyang Xuan, Xin Wang, Tao Fan, Hao Wang |
| 2026 | ACL | DynamicFocalPO: Adaptive Focusing Strategy for Preference Optimization. | Shu Zhou, Junan Chen, Rui Ling, Xin Wang, Tao Fan, Hao Wang |
| 2026 | ACL | When More Thinking Hurts: Overthinking in LLM Test-Time Compute Scaling. | Shu Zhou, Rui Ling, Junan Chen, Xin Wang, Tao Fan, Hao Wang |
| 2026 | ACL | The Retrieval Bottleneck: Scaling Laws for Reinforcement Learning in RAG. | Shu Zhou, Jinman Leng, Yufei Song, Xin Wang, Tao Fan, Hao Wang |
| 2026 | WWW | Cascaded Verification Framework: A Progressive Approach for Mitigating Hallucinations in Large Language Models. | Shu Zhou, Yufei Song, Jinman Leng, Xin Wang, Tao Fan, Hao Wang |
| 2026 | WWW | Activation Caching for Retrieval-Augmented Generation. | Shu Zhou, Yufei Song, Jinman Leng, Xin Wang, Tao Fan, Hao Wang |
| 2026 | SIGIR | Latent Retrieval Augmented Generation. | Shu Zhou, Junan Chen, Rui Ling, Tao Fan, Hao Wang |
| 2026 | SIGIR | Calibrating Uncertainty with Cross-Model Consistency for LLM Hallucination Mitigation. | Shu Zhou, Rui Ling, Junan Chen, Tao Fan, Hao Wang |
| 2026 | SIGIR | SCORE-RAG: Self-Correcting Exploration-Exploitation Retrieval for Multi-hop Question Answering. | Shu Zhou, Rui Ling, Junan Chen, Tao Fan, Hao Wang |
| 2026 | SIGIR | Why Knowledge Distillation Fails to Scale in Neural Retrieval. | Shu Zhou, Rui Ling, Junan Chen, Tao Fan, Hao Wang |
| 2025 | ACL | MERIT: Multi-Agent Collaboration for Unsupervised Time Series Representation Learning. | Shu Zhou, Yunyang Xuan, Yuxuan Ao, Xin Wang, Tao Fan, Hao Wang |
| 2025 | COLING | Enhancing Extractive Question Answering in Multiparty Dialogues with Logical Inference Memory Network. | Shu Zhou, Rui Zhao, Zhengda Zhou, Haohan Yi, Xuhui Zheng, Hao Wang |
| 2023 | ICASSP | PQLM - Multilingual Decentralized Portable Quantum Language Model. | Shuyue Stella Li, Xiangyu Zhang, Shu Zhou, Hongchao Shu, Ruixing Liang, Hexin Liu, Leibny Paola Garca |
| 2023 | IECON | SoC Based Application of Smart Automatic Online Realtime Partial Discharge Condition Monitoring System for the Power Grid. | Minshan Lu, Jinsheng Ji, Guanlin Jiang, Shu Zhou, Hongqun Li, Yuanjin Zheng |
| 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 |
| 2021 | CBMS | Blockchain Technology in Healthcare: A Scientific and Technological Driving Force. | Chang Liu, Shu Zhou, Irena Vodenska, Lou Chitkushev, Guanglan Zhang, Shahin Gheitanchi, Reza Rawassizadeh |
| 2018 | CHI | Musi: Facilitating Asynchronous Practice Between Classical Musicians. | Wei Cai, Anand Doshi, Chelsea Lauren Miller, Shu Zhou |
| 2011 | VTC | Fast and Accurate Velocity Estimation for OFDM Systems Based on Channel Frequency Response. | Shu Zhou, Xiao-Xin Zhang, Yuping Zhao, Tingting Zhao, Timo Korhonen |
| 2006 | GLOBECOM | Blocking Vulnerable Paths of Wireless Sensor Networks. | Shu Zhou, Min-You Wu, Wei Shu |
| 2005 | GLOBECOM | Terrain-constrained mobile sensor networks. | Shu Zhou, Min-You Wu, Wei Shu |
| 2003 | CATA | Towards Generalized Optimal Cache Proxy Placement. | Shu Zhou, Min-You Wu, Wei Shu |