| 2026 | AAAI | Explore and Establish Synergistic Effects Between Weight Pruning and Coreset Selection in Neural Network Training. | Weilin Wan, Fan Yi, Weizhong Zhang, Quan Zhou, Cheng Jin |
| 2026 | ACL | DMSD: Dual-Modal Semantic Disentanglement for Compositional Zero-Shot Learning. | Pan Yang, Jing Yang, Ruan Xiao Li, Yuling Chen, Yuankai Wu, Quan Zhou, Xu Wang |
| 2026 | CHI | Rhetoric vs Responsibility: How Tech Companies Shape AI for Accessibility. | Aparajita S. Marathe, Quan Zhou, Achi Mishra, Anne Marie Piper |
| 2026 | GECCO | Protein Complex Identification via Graph-Based Reformulation Using Competitive Swarm Optimizer: A Preliminary Study. | Wei Zheng, Quan Zhou, Yanyan Tan, Jiangjiang Zhang, Mingming Yang, Xingwang Zhao |
| 2026 | KSEM | RILEE: Reasoning-Intensive Legal Element Extraction via Hierarchical Re-answering. | Lixuan Wang, Jikun Hu, Yali Ying, Zeyang Liu, Quan Zhou, Dongsheng Guo, Cheng Luo |
| 2026 | WWW | ViTs: Teaching Machines to See Time Series Anomalies Like Human Experts. | Zexin Wang, Changhua Pei, Yang Liu, Hengyue Jiang, Quan Zhou, Haotian Si, Hang Cui, Jianhui Li, Gaogang Xie, Jingjing Li, Dan Pei |
| 2025 | ASSETS | "I can't just Google it": Technology Needs of Adult Braille Learners. | Quan Zhou |
| 2025 | CEC | A Dual-population Evolutionary Algorithm for Multi-objective Vehicle Routing Problems with Three Dimensional Loading Constraints. | Quan Zhou, Jinglong Gao, Hao Jiang |
| 2025 | CHI | Designing Conversational AI for Aging: A Systematic Review of Older Adults' Perceptions and Needs. | Yuanhui Huang, Quan Zhou, Anne Marie Piper |
| 2025 | CIKM | Adapting LLMs for Personalized Evaluation of Explanations for Recommendations: A Meta-Learning Approach based on MAML. | Yurou Zhao, Yingfei Zhang, Quan Zhou, Shuang Zhang, Wei Lin, Jiaxin Mao |
| 2025 | EMNLP | PEPE: Long-context Extension for Large Language Models via Periodic Extrapolation Positional Encodings. | Jikun Hu, Dongsheng Guo, Yuli Liu, Qingyao Ai, Lixuan Wang, Xuebing Sun, Qilei Zhang, Quan Zhou, Cheng Luo |
| 2025 | ICASSP | KVPruner: Structural Pruning for Faster and Memory-Efficient Large Language Models. | Bo Lv, Quan Zhou, Xuanang Ding, Yan Wang, Zeming Ma |
| 2025 | ICML | KAN-AD: Time Series Anomaly Detection with Kolmogorov-Arnold Networks. | Quan Zhou, Changhua Pei, Fei Sun, Jing Han, Zhengwei Gao, Haiming Zhang, Gaogang Xie, Dan Pei, Jianhui Li |
| 2025 | ICPADS | Intelligent Distributed Task Offloading for V2V Collaborative Perception: A Game-Theoretic Optimization Approach. | Fenghui Zhang, Xiangrui Xie, Quan Zhou, Shijian Zheng, Ruixia Li, Xiancun Zhou |
| 2025 | ICRA | TDFANet: Encoding Sequential 4D Radar Point Clouds Using Trajectory-Guided Deformable Feature Aggregation for Place Recognition. | Shouyi Lu, Guirong Zhuo, Haitao Wang, Quan Zhou, Huanyu Zhou, Renbo Huang, Minqing Huang, Lianqing Zheng, Qiang Shu |
| 2025 | ISSRE | TShape: Rescuing Machine Learning Models from Complex Shapelet Anomalies. | Hang Cui, Jingjing Li, Haotian Si, Quan Zhou, Changhua Pei, Gaogang Xie, Dan Pei |
| 2025 | MICCAI | Targeted False Positive Synthesis via Detector-Guided Adversarial Diffusion Attacker for Robust Polyp Detection. | Quan Zhou, Gan Luo, Qiang Hu, Qingyong Zhang, Jinhua Zhang, Yinjiao Tian, Qiang Li, Zhiwei Wang |
| 2025 | WCNC | Multi-Attention Mechanism for Beam Training in RIS-Assisted Near-Field Communications. | Quan Zhou, Jingjing Zhao, Kaiquan Cai, Yongkang Gong, Yanbo Zhu |
| 2025 | RTSS | Priority-Aware Attention Meets Generative Flow Networks for Global Fixed-Priority Assignment. | Shiwu Li, Jianjun Li, Quan Zhou, Yuan Fu |
| 2024 | AISTATS | Soft-constrained Schrdinger Bridge: a Stochastic Control Approach. | Jhanvi Garg, Xianyang Zhang, Quan Zhou |
| 2024 | ECOOP | {CtChecker}: A Precise, Sound and Efficient Static Analysis for Constant-Time Programming. | Quan Zhou, Sixuan Dang, Danfeng Zhang |
| 2024 | ICDE | Closed-Loop View of the Regulation of AI: Equal Impact across Repeated Interactions. | Quan Zhou, Ramen Ghosh, Robert Shorten, Jakub Marecek |
| 2024 | IECON | Simulation of Electrical-Thermal-Mechanical Deformation in IGBT Modules Under Alternating Loading Current. | Cong Chen, Jiahao Wang, Libing Bai, Jie Zhang, Quan Zhou, Lulu Tian |
| 2024 | IECON | Extraction of Switching Mechanical Wave Signal on IGBT Chips Utilizing Empirical Mode Decomposition. | Jiahao Wang, Cong Chen, Libing Bai, Jie Zhang, Quan Zhou, Lulu Tian |
| 2024 | IECON | Investigation of Switching Mechanical Wave in Single-Tube IGBT Using Laser Interferometric Vibrometer. | Jiahao Wang, Cong Chen, Quan Zhou, Lulu Tian, Libing Bai, Yuhua Cheng |
| 2024 | NDSS | TALISMAN: Tamper Analysis for Reference Monitors. | Frank Capobianco, Quan Zhou, Aditya Basu, Trent Jaeger, Danfeng Zhang |
| 2024 | PERCOM | Research and practice of telemedicine in urodynamic study. | Quan Zhou, Kai Cui, Weilin Mao, Zhong Chen, Youmin Hu, Dongxu Lin |
| 2024 | VCIP | Content-Adaptive Rate-Quality Curve Prediction Model in Media Processing System. | Shibo Yin, Zhiyu Zhang, Peirong Ning, Qiubo Chen, Jing Chen, Quan Zhou, Guo Lu, Li Song |
| 2023 | COMPSAC | Robotic Gel Dispensing based on Visual Servoing for Fiber Threading. | Houari Bettahar, Vieira Arthur, Quan Zhou |
| 2023 | HCI | A Model of Factors Influencing Anthropomorphic Intelligent Customer Service on Angry Consumer Satisfaction. | Quan Zhou, Huangyi Dai, Jinhua Xiao, Cong Cao |
| 2023 | HPCA | MPress: Democratizing Billion-Scale Model Training on Multi-GPU Servers via Memory-Saving Inter-Operator Parallelism. | Quan Zhou, Haiquan Wang, Xiaoyan Yu, Cheng Li, Youhui Bai, Feng Yan, Yinlong Xu |
| 2023 | ICIG | Reversible Data Hiding in Encrypted Images Based on Quantization Prediction Error. | Ruihua Liu, Quan Zhou, Yan-lang Hu, Juanni Liu, Yi Zhang, Jiayuan Wei |
| 2023 | ICLR | CoRTX: Contrastive Framework for Real-time Explanation. | Yu-Neng Chuang, Guanchu Wang, Fan Yang, Quan Zhou, Pushkar Tripathi, Xuanting Cai, Xia Ben Hu |
| 2023 | IJCAI | MM-PCQA: Multi-Modal Learning for No-reference Point Cloud Quality Assessment. | Zicheng Zhang, Wei Sun, Xiongkuo Min, Qiyuan Wang, Jun He, Quan Zhou, Guangtao Zhai |
| 2023 | IWCMC | Efficient Transmission and Secure Sharing of Sensing data under Distributed ISAC Conditions. | Junsheng Mu, Zexuan Jing, Yuanhao Cui, Xiaojun Jing, Quan Zhou, Wenjiang Ouyang |
| 2023 | Mobisys | Vision and Radar Multimodal Aided Beam Prediction: Facilitating Metaverse Development. | Jiali Nie, Quan Zhou, Junsheng Mu, Xiaojun Jing |
| 2022 | AISTATS | Rapid Convergence of Informed Importance Tempering. | Quan Zhou, Aaron Smith |
| 2022 | EuroSys | Apache submarine: a unified machine learning platform made simple. | Kai-Hsun Chen, Huan-Ping Su, Wei-Chiu Chuang, Hung-Chang Hsiao, Wangda Tan, Zhankun Tang, Xun Liu, Yanbo Liang, Wen-Chih Lo, Wanqiang Ji, Byron Hsu, Keqiu Hu, HuiYang Jian, Quan Zhou, Chien-Min Wang |
| 2022 | ICIP | Progressive Training Enabled Fine-Grained Recognition. | Bin Kang, Fan Wu, Xin Li, Quan Zhou |
| 2022 | ICIP | DPNET: Dual-Path Network for Efficient Object Detection with Lightweight Self-Attention. | Huimin Shi, Quan Zhou, Yinghao Ni, Xiaofu Wu, Longin Jan Latecki |
| 2022 | ICIP | DRBANET: A Lightweight Dual-Resolution Network for Semantic Segmentation with Boundary Auxiliary. | Linjie Wang, Quan Zhou, Chenfeng Jiang, Xiaofu Wu, Longin Jan Latecki |
| 2022 | ICML | Accelerating Shapley Explanation via Contributive Cooperator Selection. | Guanchu Wang, Yu-Neng Chuang, Mengnan Du, Fan Yang, Quan Zhou, Pushkar Tripathi, Xuanting Cai, Xia Ben Hu |
| 2022 | IECON | Investigation of Thermal Deformation Characteristics in IGBT Modules Under Bonding Wire Cracking Condition. | Cong Chen, Libing Bai, Jun Luo, Jiahao Wang, Quan Zhou, Jie Zhang, Lulu Tian, Wei Huang, Yuhua Cheng |
| 2022 | MMSP | A No-reference Quality Assessment Metric for Point Cloud Based on Captured Video Sequences. | Yu Fan, Zicheng Zhang, Wei Sun, Xiongkuo Min, Ning Liu, Quan Zhou, Jun He, Qiyuan Wang, Guangtao Zhai |
| 2022 | WCNC | Towards Device-Free Cross-Scene Gesture Recognition from Limited Samples in Integrated Sensing and Communication. | Wanbin Qi, Ronghui Zhang, Quan Zhou, Xiaojun Jing |
| 2022 | RTAS | Response Time Analysis for Hybrid Task Sets under Fixed Priority Scheduling. | Quan Zhou, Jihua Huang, Jianjun Li, Zhi Li |
| 2021 | AAAI | Fairness in Forecasting and Learning Linear Dynamical Systems. | Quan Zhou, Jakub Marecek, Robert N. Shorten |
| 2021 | IPEC | Applicability-evaluation Based Differentiated Electricity Price Package Design in the Spot Market. | Hong Zhou, Quan Zhou, Shaorong Cai, Li Jiang, Rui Yang, Xiaojie Zhou |
| 2021 | SOSP | Gradient Compression Supercharged High-Performance Data Parallel DNN Training. | Youhui Bai, Cheng Li, Quan Zhou, Jun Yi, Ping Gong, Feng Yan, Ruichuan Chen, Yinlong Xu |
| 2020 | AAAI | Focusing on Detail: Deep Hashing Based on Multiple Region Details (Student Abstract). | Quan Zhou, Xiushan Nie, Yang Shi, Xingbo Liu, Yilong Yin |
| 2020 | ACCV | Discrete Spatial Importance-Based Deep Weighted Hashing. | Yang Shi, Xiushan Nie, Quan Zhou, Xiaoming Xi, Yilong Yin |
| 2020 | DASFAA | DDFL: A Deep Dual Function Learning-Based Model for Recommender Systems. | Syed Tauhid Ullah Shah, Jianjun Li, Zhiqiang Guo, Guohui Li, Quan Zhou |
| 2020 | ICASSP | FDDWNet: A Lightweight Convolutional Neural Network for Real-Time Semantic Segmentation. | Jia Liu, Quan Zhou, Yong Qiang, Bin Kang, Xiaofu Wu, Baoyu Zheng |
| 2020 | ICASSP | Deep Multi-Region Hashing. | Quan Zhou, Xiushan Nie, Yang Shi, Xingbo Liu, Yilong Yin |
| 2020 | ICIP | DCM: A Dense-Attention Context Module For Semantic Segmentation. | Shenghua Li, Quan Zhou, Jia Liu, Jie Wang, Yawen Fan, Xiaofu Wu, Longin Jan Latecki |
| 2020 | TrustCom | SecureESFS: Sharing Android External Storage Files in A Securer Way. | Shan Liang, Yuewu Wang, Lingguang Lei, Jiwu Jing, Quan Zhou |
| 2020 | SENSYS | TrustICT: an efficient trusted interaction interface between isolated execution domains on ARM multi-core processors. | Jie Wang, Yuewu Wang, Lingguang Lei, Kun Sun, Jiwu Jing, Quan Zhou |
| 2019 | ADBIS | BrainFlux: An Integrated Data Warehousing Infrastructure for Dynamic Health Data. | Jonathan Elmer, Quan Zhou, Yichi Zhang, Fan Yang, Vladimir I. Zadorozhny |
| 2019 | ICASSP | CAN: Contextual Aggregating Network for Semantic Segmentation. | Dechun Cong, Quan Zhou, Jie Cheng, Xiaofu Wu, Suofei Zhang, Weihua Ou, Huimin Lu |
| 2019 | ICASSP | Grayscale-thermal Tracking via Canonical Correlation Analysis Based Inverse Sparse Representation. | Wan Ding, Bin Kang, Quan Zhou, Min Lin, Suofei Zhang |
| 2019 | ICIG | A Novel Robust Blind Digital Image Watermarking Scheme Against JPEG2000 Compression. | Zheng Hui, Quan Zhou |
| 2019 | ICIP | Lednet: A Lightweight Encoder-Decoder Network for Real-Time Semantic Segmentation. | Yu Wang, Quan Zhou, Jia Liu, Jian Xiong, Guangwei Gao, Xiaofu Wu, Longin Jan Latecki |
| 2019 | IJCAI | Supervised Short-Length Hashing. | Xingbo Liu, Xiushan Nie, Quan Zhou, Xiaoming Xi, Lei Zhu, Yilong Yin |
| 2019 | ISCC | ALTEE: Constructing Trustworthy Execution Environment for Mobile App Dynamically. | Yang Cai, Yuewu Wang, Lingguang Lei, Quan Zhou |
| 2018 | ACSAC | A Measurement Study on Linux Container Security: Attacks and Countermeasures. | Xin Lin, Lingguang Lei, Yuewu Wang, Jiwu Jing, Kun Sun, Quan Zhou |
| 2018 | ICIP | Dense Deconvolutional Network for Semantic Segmentation. | Wenbin Yang, Quan Zhou, Jingnan Lu, Xiaofu Wu, Suofei Zhang, Longin Jan Latecki |
| 2018 | ICISC | How to Block the Malicious Access to Android External Storage. | Sisi Yuan, Yuewu Wang, Pingjian Wang, Lingguang Lei, Quan Zhou, Jun Li |
| 2017 | ACISP | Splitting Third-Party Libraries' Privileges from Android Apps. | Jiawei Zhan, Quan Zhou, Xiaozhuo Gu, Yuewu Wang, Yingjiao Niu |
| 2017 | ICASSP | EEG channel optimization via sparse common spatial filter. | Quan Zhou, Aimin Jiang, Xiaofeng Liu |
| 2017 | ICIG | A New SMVQ-Based Reversible Data Hiding Scheme Using State-Codebook Sorting. | Juanni Liu, Quan Zhou, Yan-lang Hu, Jiayuan Wei |
| 2017 | IECON | A Shapley value based method for allocating carbon obligation between generation side and demand side in power system. | Lixia Chen, Tao Sun, Quan Zhou, Donghan Feng |
| 2017 | IWCMC | EGIP: An efficient group identification protocol in roaming network. | Lei Wang, Xiujie Zhang, Aiqing Zhang, Baoyu Zheng, Quan Zhou |
| 2016 | ICIP | Locality-constrained matrix regression for position-patch based face hallucination. | Guangwei Gao, Xiao-Yuan Jing, Quan Zhou, Songsong Wu, Dong Yue |
| 2016 | ICPADS | Image Enhancement Based on Bi-Histogram Equalization with Non-Parametric Modified Technology. | Zhijun Yao, Quan Zhou, Zhongyuan Lai, Zhiming Ren, Liming Liu |
| 2016 | ICTAI | Combining Statistics-Based and CNN-Based Information for Sentence Classification. | Zhining Lang, Xiaozhuo Gu, Quan Zhou, Taizhong Xu |
| 2015 | AAAI | A Reduction of the Elastic Net to Support Vector Machines with an Application to GPU Computing. | Quan Zhou, Wenlin Chen, Shiji Song, Jacob R. Gardner, Kilian Q. Weinberger, Yixin Chen |
| 2015 | ICASSP | Salient object detection via background contrast. | Quan Zhou, Nianyi Li, Jianxin Chen, Shu Cai, Longin Jan Latecki |
| 2015 | Interspeech | Pruning redundant synthesis units based on static and delta unit appearance frequency. | Heng Lu, Wei Zhang, Xu Shao, Quan Zhou, Wenhui Lei, Hongbin Zhou, Andrew P. Breen |
| 2014 | AAAI | Feature-Cost Sensitive Learning with Submodular Trees of Classifiers. | Matt J. Kusner, Wenlin Chen, Quan Zhou, Zhixiang Eddie Xu, Kilian Q. Weinberger, Yixin Chen |
| 2014 | ACCV | Salient Object Detection Using Window Mask Transferring with Multi-layer Background Contrast. | Quan Zhou, Shu Cai, Shaojun Zhu, Baoyu Zheng |
| 2014 | ISCAS | An effective iterative density aware detailed placement algorithm. | Quan Zhou, Junying Hu, Qiang Zhou |
| 2014 | ITW | Explicit constructions for type-1 QC-LDPC codes with girth at least ten. | Juhua Wang, Guohua Zhang, Quan Zhou, Yang Yang, Rong Sun |
| 2013 | ICIG | Reversible Data Hiding for Multispectral Image with High Radiometric Resolution. | Hai Fang, Quan Zhou |
| 2013 | ICIP | On contrast combinations for visual saliency detection. | Quan Zhou, Ji Chen, Shiwei Ren, Yu Zhou, Jun Chen, Wenyu Liu |
| 2013 | ICRA | Capillary self-alignment assisted hybrid robotic handling for ultra-thin die stacking. | Ville Liimatainen, Mohamed Kharboutly, David Rostoucher, Michal Gauthier, Quan Zhou |
| 2012 | BMVC | Image Classification by Hierarchical Spatial Pooling with Partial Least Squares Analysis. | Jun Zhu, Weijia Zou, Xiaokang Yang, Rui Zhang, Quan Zhou, Wenjun Zhang |
| 2012 | CloudCom | Trusted architecture for farmland wireless sensor networks. | Quan Zhou, Fu Gui, Deqin Xiao, Yi Tang |
| 2012 | ICPR | Corner-surround Contrast for saliency detection. | Quan Zhou, Nianyi Li, Yi Yang, Pan Chen, Wenyu Liu |
| 2012 | IROS | Force sensing using artificial magnetic cilia. | Antti Virta, Jaakko V. I. Timonen, Robin H. A. Ras, Quan Zhou |
| 2011 | ICIG | Shape Matching Using Points Co-occurrence Pattern. | Yu Zhou, Junwei Wang, Quan Zhou, Xiang Bai, Wenyu Liu |
| 2011 | ICIP | Image labeling by multiple segmentation. | Quan Zhou, Canxiang Yan, Yingying Zhu, Xiang Bai, Wenyu Liu |
| 2011 | IROS | Hybrid microassembly of chips on low precision patterns assisted by capillary self-alignment. | Bo Chang, Mirva Jskelinen, Quan Zhou |
| 2011 | ICRA | Silicon capillary gripper with self-alignment capability. | Veikko Sariola, Ville Liimatainen, Tatu Tolonen, Reidar Udd, Quan Zhou |
| 2010 | ACCV | Inference Scene Labeling by Incorporating Object Detection with Explicit Shape Model. | Quan Zhou, Wenyu Liu |
| 2010 | ICNC | An immune genetic algorithm based approach for distribution system reconfiguration. | Wen-dou An, Quan Zhou, Xin Zhang, Yuzhong Qin, Weigen Chen |
| 2010 | IROS | Van der Waals force computation of freely oriented rough surfaces for micromanipulation purposes. | Mariaana Savia, Quan Zhou |
| 2009 | ICRA | Three dimensional hybrid microassembly combining robotic microhandling and self-assembly. | Veikko Sariola, Quan Zhou, Heikki N. Koivo |
| 2009 | ICRA | Voice coil based hopping mechanism for microrobot. | Pengfei Zhang, Quan Zhou |
| 2008 | IROS | Experimental study on droplet based hybrid microhandling using high speed camera. | Veikko Sariola, Quan Zhou, Ralf Laass, Heikki N. Koivo |
| 2008 | IWDW | Balanced Multiwavelets Based Digital Image Watermarking. | Na Zhang, Hua Huang, Quan Zhou, Chun Qi |
| 2006 | IROS | Microhandling using Robotic Manipulation and Capillary Self-alignment. | Quan Zhou, Bo Chang |
| 2006 | ISIT | Scheduling Gain in Spatial Diversity Systems: Asymptotic Analysis. | Huaiyu Dai, Quan Zhou |
| 2006 | PST | Using an improved C4.5 for imbalanced dataset of intrusion. | Quan Zhou, Lin-gang Gu, Chong-Jun Wang, Jun Wang, Shifu Chen |
| 2006 | WCNC | Joint Tomlinson-Harashima precoding and scheduling for multiuser MIMO with imperfect feedback. | Quan Zhou, Huaiyu Dai, Hongyuan Zhang |
| 2005 | DIGRA | The Localization of Digital Games: A Case Study in China. | Quan Zhou, Beth E. Kolko |
| 2005 | GLOBECOM | On the diversity order of transmit antenna selection for spatial multiplexing systems. | Hongyuan Zhang, Huaiyu Dai, Quan Zhou, Brian L. Hughes |
| 2005 | ISIT | A geometrical analysis on transmit antenna selection for spatial multiplexing systems with linear receivers. | Hongyuan Zhang, Huaiyu Dai, Quan Zhou |
| 2005 | PDCAT | A Novel Security Model Based on Virtual Organization for Grid. | Xiuying Wu, Geng Yang, Jiangang Shen, Quan Zhou |
| 2005 | PDCAT | A Scalable Security Architecture for Grid. | Quan Zhou, Geng Yang, Jiangang Shen, Chunming Rong |
| 2004 | CIS | A Grid Portal Model Based on Security and Storage Resource Proxy. | Quan Zhou, Geng Yang |
| 2004 | IROS | Simulating adhesion forces between arbitrarily shaped objects in micro/nano-handling operations. | Mariaana Savia, Quan Zhou, Heikki N. Koivo |
| 2002 | IROS | Environmental influences on microassembly. | Quan Zhou, Carlos del Corral, Pedro J. Esteban, Albut Aurelian, Heikki N. Koivo |
| 1999 | ICRA | Modelling of a Piezohydraulic Actuator for Control of a Parallel Micromanipulator. | Quan Zhou, Pasi Kallio, Heikki N. Koivo |
| 1998 | ICRA | A 3 DOF Piezohydraulic Parallel Micromanipulator. | Pasi Kallio, Mikael Lind, Quan Zhou, Heikki N. Koivo |
| 1998 | IROS | Position control of a 3 DOF piezohydraulic parallel micromanipulator. | Pasi Kallio, Quan Zhou, Mikael Lind, Heikki N. Koivo |
| 1996 | IROS | An actuation system for parallel link micromanipulators. | Pasi Kallio, Mikael Lind, Hannu Kojola, Quan Zhou, Heikki N. Koivo |