| 2026 | AAAI | Reconstruction Attack-Resistant Inference Paradigm for LLM Cloud Services. | Zipeng Ye, Wenjian Luo, Qi Zhou, Yubo Tang |
| 2026 | ACL | Fin-STAR: Structure-as-Semantics to Resolve Implicitness in Financial Retrieval. | Yu Zou, Yan Chen, Lida He, Qi Zhou, Xiaorui Zhou, Aixi Zhong, Yi Wang, Wei Li, Qingyu Wang, Jiatao Li, Wei Gong, Jialei Zeng, Jingmei Zhao, Ke Jiang, Qing Li |
| 2026 | AIED | Gaze to Insight: A Scalable AI Approach for Detecting Gaze Behaviours in Face-To-Face Collaborative Learning. | Junyuan Liang, Qi Zhou, Sahan Bulathwela, Mutlu Cukurova |
| 2026 | ICPR | Plug-in Adapter and Upsampler for Arbitrary-Angle Light Field Reconstruction. | Gaosheng Liu, Zhuhua Hu, Qi Zhou |
| 2026 | LAK | Examining Student Interactions with a Pedagogical AI-Assistant for Essay Writing and their Impact on Students' Writing Quality. | Wicaksono Febriantoro, Qi Zhou, Wannapon Suraworachet, Sahan Bulathwela, Andrea Gauthier, Eva Milln, Mutlu Cukurova |
| 2026 | WWW | Learning on Adaptive Manifolds for Graph Collaborative Filtering. | Guangzhi Qi, GuoJun Liu, Qi Zhou |
| 2025 | AIED | The Second International Workshop on Multimodal Artificial Intelligence in Education (MAIEd'25). | Daniele Di Mitri, Namrata Srivastava, Gloria Fernndez-Nieto, Vanessa Echeverra, Ruth Cobos, Ashwin Tudur Sadashiva, Daniel Spikol, Kester Yew Chong Wong, Qi Zhou, Mutlu Cukurova |
| 2025 | ASPLOS | Mint: Cost-Efficient Tracing with All Requests Collection via Commonality and Variability Analysis. | Haiyu Huang, Cheng Chen, Kunyi Chen, Pengfei Chen, Guangba Yu, Zilong He, Yilun Wang, Huxing Zhang, Qi Zhou |
| 2025 | CIKM | Enhancing Dual-Target Cross-Domain Recommendation via Similar User Bridging. | Qi Zhou, Xi Chen, Chuyu Fang, Jianji Wang, Chuan Qin, Fuzhen Zhuang |
| 2025 | CogSci | Language and the Algebraic Mind: Learning Unfamiliar Rules. | Qi Zhou, Jike Qin, Daniel Roberts |
| 2025 | ICASSP | Exploring Inter-Variate and Long-Term Dependencies to Boost Multivariate Time Series Forecasting. | Xi Ding, Yifan He, Shuigeng Zhou, Guiyang Liu, Qi Zhou |
| 2025 | ICASSP | EagerLog: Active Learning Enhanced Retrieval Augmented Generation for Log-based Anomaly Detection. | Chiming Duan, Tong Jia, Yong Yang, Guiyang Liu, Jinbu Liu, Huxing Zhang, Qi Zhou, Ying Li, Gang Huang |
| 2025 | ICCV | Enhancing Zero-Shot Object Counting via Text-Guided Local Ranking and Number-Evoked Global Attention. | Shiwei Zhang, Qi Zhou, Wei Ke |
| 2025 | ICML | Defending LVLMs Against Vision Attacks Through Partial-Perception Supervision. | Qi Zhou, Dongxia Wang, Tianlin Li, Yun Lin, Yang Liu, Jin Song Dong, Qing Guo |
| 2025 | ICSE | Famos: Fault Diagnosis for Microservice Systems Through Effective Multi-Modal Data Fusion. | Chiming Duan, Yong Yang, Tong Jia, Guiyang Liu, Jinbu Liu, Huxing Zhang, Qi Zhou, Ying Li, Gang Huang |
| 2025 | ISCAS | A Chip-based Miniature MRI Platform with Integrated PDMS-PCB Coil Frontend for Microlitre-volume Sample Analysis. | Qi Zhou, Shuhao Fan, Ka-Meng Lei, Rui Paulo Martins, Pui-In Mak |
| 2025 | SIGMOD | Unified Lineage System: Tracking Data Provenance at Scale. | Gabriela Jacques-Silva, Evangelia Kalyvianaki, Katriel Cohn-Gordon, Adham Meguid, Huy Nguyen, Danny Ben-David, Carl Nayak, Varun Saravagi, George Stasa, Ioannis Papagiannis, David Taeb, Kalkidan Tamirat, Haiyang Wu, Bo Xi, Taining Zhang, Qi Zhou |
| 2025 | USENIX | LogCrisp: Fast Aggregated Analysis on Large-scale Compressed Logs by Enabling Two-Phase Pattern Extraction and Vectorized Queries. | Junyu Wei, Guangyan Zhang, Junchao Chen, Qi Zhou |
| 2024 | AAAI | Regulating Intermediate 3D Features for Vision-Centric Autonomous Driving. | Junkai Xu, Liang Peng, Haoran Cheng, Linxuan Xia, Qi Zhou, Dan Deng, Wei Qian, Wenxiao Wang, Deng Cai |
| 2024 | AAAI | High-Fidelity Gradient Inversion in Distributed Learning. | Zipeng Ye, Wenjian Luo, Qi Zhou, Yubo Tang |
| 2024 | IJCNN | Data-Free Backdoor Model Inspection: Masking and Reverse Engineering Loops for Feature Counting. | Qi Zhou, Wenjian Luo, Zipeng Ye, Yubo Tang |
| 2024 | KDD | LogParser-LLM: Advancing Efficient Log Parsing with Large Language Models. | Aoxiao Zhong, Dengyao Mo, Guiyang Liu, Jinbu Liu, Qingda Lu, Qi Zhou, Jiesheng Wu, Quanzheng Li, Qingsong Wen |
| 2024 | LAK | Harnessing Transparent Learning Analytics for Individualized Support through Auto-detection of Engagement in Face-to-Face Collaborative Learning. | Qi Zhou, Wannapon Suraworachet, Mutlu Cukurova |
| 2024 | PRICAI | Steganography: An Improved Robust Model for Deep Hidden Network. | Haocheng Xiong, Qi Zhou, Binyu Yan, Yan Wang |
| 2024 | SMC | A Modular and Coordinated Multi-agent Framework for Flexible Job-Shop Scheduling Problems with Various Constraints. | Qi Zhou, Zhengtao Cheng, Hongpeng Wang |
| 2023 | AAAI | Robust Representation Learning by Clustering with Bisimulation Metrics for Visual Reinforcement Learning with Distractions. | Qiyuan Liu, Qi Zhou, Rui Yang, Jie Wang |
| 2023 | AAAI | Efficient Exploration in Resource-Restricted Reinforcement Learning. | Zhihai Wang, Taoxing Pan, Qi Zhou, Jie Wang |
| 2023 | ASPLOS | Sleuth: A Trace-Based Root Cause Analysis System for Large-Scale Microservices with Graph Neural Networks. | Yu Gan, Guiyang Liu, Xin Zhang, Qi Zhou, Jiesheng Wu, Jiangwei Jiang |
| 2023 | UAI | Learning robust representation for reinforcement learning with distractions by reward sequence prediction. | Qi Zhou, Jie Wang, Qiyuan Liu, Yufei Kuang, Wengang Zhou, Houqiang Li |
| 2022 | AAAI | Learning Robust Policy against Disturbance in Transition Dynamics via State-Conservative Policy Optimization. | Yufei Kuang, Miao Lu, Jie Wang, Qi Zhou, Bin Li, Houqiang Li |
| 2022 | AAAI | Sample-Efficient Reinforcement Learning via Conservative Model-Based Actor-Critic. | Zhihai Wang, Jie Wang, Qi Zhou, Bin Li, Houqiang Li |
| 2022 | AIED | What Does Shared Understanding in Students' Face-to-Face Collaborative Learning Gaze Behaviours "Look Like"? | Qi Zhou, Wannapon Suraworachet, Oya eliktutan, Mutlu Cukurova |
| 2022 | DATE | Energy Efficient, Real-time and Reliable Task Deployment on NoC-based Multicores with DVFS. | Lei Mo, Qi Zhou, Angeliki Kritikakou, Ji Liu |
| 2022 | HCI | Find Your ASMR: A Perceptual Retrieval Interface for Autonomous Sensory Meridian Response Videos. | Qi Zhou, Jiahao Weng, Haoran Xie |
| 2022 | ICDE | SPES: A Symbolic Approach to Proving Query Equivalence Under Bag Semantics. | Qi Zhou, Joy Arulraj, Shamkant B. Navathe, William Harris, Jinpeng Wu |
| 2022 | ICSE | Automatic Detection of Performance Bugs in Database Systems using Equivalent Queries. | Xinyu Liu, Qi Zhou, Joy Arulraj, Alessandro Orso |
| 2021 | AAAI | EvaLDA: Efficient Evasion Attacks Towards Latent Dirichlet Allocation. | Qi Zhou, Haipeng Chen, Yitao Zheng, Zhen Wang |
| 2021 | AIED | Different Modality, Different Design, Different Results: Exploring Self-regulated Learner Clusters' Engagement Behaviours at Individual, Group and Cohort Activities. | Qi Zhou, Wannapon Suraworachet, Mutlu Cukurova |
| 2021 | AIED | Investigating Students' Experiences with Collaboration Analytics for Remote Group Meetings. | Qi Zhou, Wannapon Suraworachet, Stanislav Pozdniakov, Roberto Martnez Maldonado, Tom Bartindale, Peter Chen, Dan Richardson, Mutlu Cukurova |
| 2021 | FAST | On the Feasibility of Parser-based Log Compression in Large-Scale Cloud Systems. | Junyu Wei, Guangyan Zhang, Yang Wang, Zhiwei Liu, Zhanyang Zhu, Junchao Chen, Tingtao Sun, Qi Zhou |
| 2021 | SIGMOD | SIA: Optimizing Queries using Learned Predicates. | Qi Zhou, Joy Arulraj, Shamkant B. Navathe, William Harris, Jinpeng Wu |
| 2020 | AAAI | Deep Model-Based Reinforcement Learning via Estimated Uncertainty and Conservative Policy Optimization. | Qi Zhou, Houqiang Li, Jie Wang |
| 2020 | ADMA | D2NE: Deep Dynamic Network Embedding. | Chao Kong, Bao-Xiang Chen, Shaoying Li, Qi Zhou, Dongfang Wang, Liping Zhang |
| 2020 | ICONIP | Transfer Learning for Semi-supervised Classification of Non-stationary Data Streams. | Yimin Wen, Qi Zhou, Yun Xue, Chao Feng |
| 2020 | IECON | Unknown-input-driven Variable-weight Distributed EM-based Filter to Improve Accuracy of MEMS Sensors Array with Power Reduction of 6.5 times. | Dengfeng Yang, Qiang Shen, Jiayu Li, Qinxiao Dong, Yuqiu Lei, Qi Zhou, Jie Zhou, Yixuan Wu |
| 2020 | LAK | Modelling collaborative problem-solving competence with transparent learning analytics: is video data enough? | Mutlu Cukurova, Qi Zhou, Daniel Spikol, Lorenzo Landolfi |
| 2020 | WSC | Simulation-Based Digital Twin Development for Blockchain Enabled End-to-End Industrial Hemp Supply Chain Risk Management. | Keqi Wang, Wei Xie, Bo Wang, Jinxiang Pei, Wencen Wu, Mike Baker, Qi Zhou |
| 2019 | CEC | A Three-Stage Surrogate Model Assisted Multi-Objective Genetic Algorithm for Computationally Expensive Problems. | Puyu Jiang, Qi Zhou, Jun Liu, Yuansheng Cheng |
| 2019 | ICA3PP | Data Poisoning Attacks on Graph Convolutional Matrix Completion. | Qi Zhou, Yizhi Ren, Tianyu Xia, Lifeng Yuan, Linqiang Chen |
| 2019 | ICMV | A ship target tracking algorithm based on deep learning and multiple features. | Yongmei Zhang, Jie Shu, Lei Hu, Qi Zhou, Zhirong Du |
| 2019 | WSC | Simulation-based Blockchain Design to Secure Biopharmaceutical Supply Chain. | Wei Xie, Bo Wang, Zehao Ye, Wencen Wu, Jie You, Qi Zhou |
| 2017 | ICONIP | Synchronization in Networks of Nonidentical Discrete-Time Systems with Directed Graphs. | Hongjing Liang, Yu Zhou, Qi Zhou, Hongyi Li, Ping Li |
| 2016 | FUSION | Extended kernel-based location fingerprinting in wireless sensor networks. | Zhansheng Duan, Qi Zhou, Uwe D. Hanebeck |
| 2016 | ICDM | Aligned Matrix Completion: Integrating Consistency and Independency in Multiple Domains. | Linli Xu, Zaiyi Chen, Qi Zhou, Enhong Chen, Nicholas Jing Yuan, Xing Xie |
| 2016 | ICONIP | Group Information-Based Dimensionality Reduction via Canonical Correlation Analysis. | Haiping Zhu, Hongming Shan, Youngjoo Lee, Yiwei He, Qi Zhou, Junping Zhang |
| 2015 | ICDM | Feature Selection with Integrated Relevance and Redundancy Optimization. | Linli Xu, Qi Zhou, Aiqing Huang, Wenjun Ouyang, Enhong Chen |
| 2015 | ICIP | An efficient face classification method based on shared and class-specific dictionary learning. | Wenjing Li, Jiuzhen Liang, Qin Wu, Yuxuan Zhou, Xiuxiu Xu, Nianbing Wang, Qi Zhou |
| 2015 | KSEM | A Chinese Framework of Semantic Taxonomy and Description: Preliminary Experimental Evaluation Using Web Information Extraction. | Liangjun Zang, Weimin Wang, Ya Wang, Fang Fang, Cong Cao, Xiaolong Wu, Qi Zhou, Ye Lu, Tingyu Li, Cungen Cao |
| 2014 | FUSION | Weighted intersections of bearing lines for AOA based localization. | Qi Zhou, Zhansheng Duan |
| 2014 | GLOBECOM | An enhanced fixed-complexity LLL algorithm for MIMO detection. | Qingsong Wen, Qi Zhou, Xiaoli Ma |
| 2013 | CBMS | Cloud framework for real-time synchronous physiological streams to support rural and remote Critical Care. | Rishikesan Kamaleswaran, Anirudh Thommandram, Qi Zhou, J. Mikael Eklund, Yun Cao, W. P. Wang, Carolyn McGregor |
| 2013 | ICASSP | Fixed-point realization of lattice-reduction aided MIMO receivers with complex K-best algorithm. | Qingsong Wen, Qi Zhou, Chunming Zhao, Xiaoli Ma |
| 2012 | ICASSP | A cooperative approach for amplify-and-forward differential transmitted reference IR-UWB relay systems. | Marco Mondelli, Qi Zhou, Xiaoli Ma, Vincenzo Lottici |
| 2012 | NOMS | Performance problems diagnosis in cloud computing systems by mining request trace logs. | Haibo Mi, Huaimin Wang, Gang Yin, Hua Cai, Qi Zhou, Tingtao Sun |
| 2011 | CISS | Designing low-complexity detectors for generalized SC-FDMA systems. | Qi Zhou, Xiaoli Ma |
| 2011 | CISS | Generalized code-multiplexing transmissions for UWB systems. | Qi Zhou, Xiaoli Ma, Vincenzo Lottici |
| 2011 | DSN | Performance problems online detection in cloud computing systems via analyzing request execution paths. | Haibo Mi, Huaimin Wang, Gang Yin, Hua Cai, Qi Zhou, Tingtao Sun |
| 2011 | DSN | Identifying faults in large-scale distributed systems by filtering noisy error logs. | Xiang Rao, Huaimin Wang, Dianxi Shi, Zhenbang Chen, Hua Cai, Qi Zhou, Tingtao Sun |
| 2011 | GLOBECOM | Robust designs for femtocell networks with interference from macrocell users. | Qi Zhou, Xiaoli Ma |
| 2011 | IV | Drawing Semi-bipartite Graphs in Anchor+Matrix Style. | Kazuo Misue, Qi Zhou |
| 2010 | ISIT | Near-ML detection based on semi-definite programming for UWB communications. | Qi Zhou, Xiaoli Ma, Robert Rice |
| 2008 | ACL | A Probabilistic Model for Fine-Grained Expert Search. | Shenghua Bao, Huizhong Duan, Qi Zhou, Miao Xiong, Yunbo Cao, Yong Yu |
| 2008 | ICNC | Learning Topographic Sparse Coding through Similarity Function. | Qi Zhou, Liqing Zhang, Libo Ma |
| 2006 | CGI | Real-Time Simulation of Dynamic Mirage Scenes. | Changbo Wang, Zhangye Wang, Qi Zhou, Zhidong Jin, Qunsheng Peng |
| 2005 | EUC | Variable-Radii Method Based on Probing Mechanism (VRPM): An Energy Conservation Method for Wireless Active Sensor Networks. | Qi Zhou, Takuya Asaka, Tatsuro Takahashi |