| 2026 | AAAI | Seeing Is Believing: Rich-Context Hallucination Detection for MLLMs via Backward Visual Grounding. | Pinxue Guo, Chongruo Wu, Xinyu Zhou, Lingyi Hong, Zhaoyu Chen, Jinglun Li, Kaixun Jiang, Sen-Ching Samson Cheung, Wei Zhang, Wenqiang Zhang |
| 2026 | AAAI | Text-based Aerial-Ground Person Retrieval. | Xinyu Zhou, Yu Wu, Jiayao Ma, Wenhao Wang, Min Cao, Mang Ye |
| 2026 | ACL | MentalSeek-Dx: Towards Progressive Hypothetico-Deductive Reasoning for Real-world Psychiatric Diagnosis. | Xiao Sun, Yuming Yang, Xinyi Jiang, Yu Tian, Junnan Zhu, Jiang Zhong, Qin Lei, Jingwang Huang, Haoyang Zeng, Xinyu Zhou, Xin Xiao, Kaiwen Wei |
| 2026 | ISCAS | Cross-Resolution Transfer Learning in Pixelated RF Filter Inverse Design. | Jingyun Bi, Xiaoyang Yu, Xiaofei Hu, Xinyu Zhou |
| 2025 | CEC | A dual-population and three-stage constrained multi-objective evolutionary algorithm based on alternative evolution and degeneration. | Xinyu Zhou, Yanjun Zhu, Weifeng Lin |
| 2025 | COLING | Unveiling Language Competence Neurons: A Psycholinguistic Approach to Model Interpretability. | Xufeng Duan, Xinyu Zhou, Bei Xiao, Zhenguang G. Cai |
| 2025 | COLING | Linguistic Minimal Pairs Elicit Linguistic Similarity in Large Language Models. | Xinyu Zhou, Delong Chen, Samuel Cahyawijaya, Xufeng Duan, Zhenguang G. Cai |
| 2025 | EMNLP | FaStFact: Faster, Stronger Long-Form Factuality Evaluations in LLMs. | Yingjia Wan, Haochen Tan, Xiao Zhu, Xinyu Zhou, Zhiwei Li, Qingsong Lv, Changxuan Sun, Jiaqi Zeng, Yi Xu, Jianqiao Lu, Yinhong Liu, Zhijiang Guo |
| 2025 | ICCV | General Compression Framework for Efficient Transformer Object Tracking. | Lingyi Hong, Jinglun Li, Xinyu Zhou, Shilin Yan, Pinxue Guo, Kaixun Jiang, Zhaoyu Chen, Shuyong Gao, Runze Li, Xingdong Sheng, Wei Zhang, Hong Lu, Wenqiang Zhang |
| 2025 | ICCV | The Best of Both Worlds: Integrating Language Models and Diffusion Models for Video Generation. | Aoxiong Yin, Xu Tan, Kai Shen, Yichong Leng, Xinyu Zhou, Juncheng Li, Siliang Tang |
| 2025 | ICCV | Event-Based Visual Vibrometry. | Xinyu Zhou, Peiqi Duan, Yeliduosi Xiaokaiti, Chao Xu, Boxin Shi |
| 2025 | ICML | Private Model Personalization Revisited. | Conor Snedeker, Xinyu Zhou, Raef Bassily |
| 2025 | ISCAS | Topology-Guided Optimization Methodology for High-Efficiency Power Amplifier Design. | Jingyun Bi, Yanze Wang, Xinyu Zhou, Yuandan Dong |
| 2025 | ISCAS | A High-Temperature Resistant Railway Vibration Monitoring System Based on Piezoelectric Ceramics and Silicon Carbide Devices. | Yanze Wang, Jingyun Bi, Ye Yuan, Xinyu Zhou |
| 2024 | CVPR | OneTracker: Unifying Visual Object Tracking with Foundation Models and Efficient Tuning. | Lingyi Hong, Shilin Yan, Renrui Zhang, Wanyun Li, Xinyu Zhou, Pinxue Guo, Kaixun Jiang, Yiting Chen, Jinglun Li, Zhaoyu Chen, Wenqiang Zhang |
| 2024 | CVPR | Complementing Event Streams and RGB Frames for Hand Mesh Reconstruction. | Jianping Jiang, Xinyu Zhou, Bingxuan Wang, Xiaoming Deng, Chao Xu, Boxin Shi |
| 2024 | CVPR | EvDiG: Event-guided Direct and Global Components Separation. | Xinyu Zhou, Peiqi Duan, Boyu Li, Chu Zhou, Chao Xu, Boxin Shi |
| 2024 | ECCV | OneVOS: Unifying Video Object Segmentation with All-in-One Transformer Framework. | Wanyun Li, Pinxue Guo, Xinyu Zhou, Lingyi Hong, Yangji He, Xiangyu Zheng, Wei Zhang, Wenqiang Zhang |
| 2024 | GECCO | A Micro Dynamic Multi-objective Evolutionary Algorithm for Small-scale Smart Greenhouse with Low-power Microprocessor. | Zhongtian Luo, Jianpeng Xiong, Hu Peng, Gaosheng Zhan, Qingfu Zhang, Hui Wang, Xinyu Zhou, Wei Li, Ying Huang |
| 2024 | ICML | Differentially Private Worst-group Risk Minimization. | Xinyu Zhou, Raef Bassily |
| 2024 | ICONIP | Knowledge Tracing Method Based on Enhanced Global and Local Knowledge State Representation. | Jiagui Xiong, Hua Chen, Jiayu Hu, Xinyu Zhou, Wenlong Ni, Hongwei Li |
| 2024 | VTC | DDQN based Routing Algorithm for IRS-Assisted MANET Without Explicit CSI. | Xinyu Zhou, Ming-Min Zhao, Ming Lei, Zijian Chen, Min-Jian Zhao, Yunlong Cai |
| 2023 | ACL | SIMSUM: Document-level Text Simplification via Simultaneous Summarization. | Sofia Blinova, Xinyu Zhou, Martin Jaggi, Carsten Eickhoff, Seyed Ali Bahrainian |
| 2023 | GLOBECOM | Resource Allocation for Semantic Communication Under Physical-layer Security. | Yang Li, Xinyu Zhou, Jun Zhao |
| 2023 | ICCV | Hierarchical Visual Categories Modeling: A Joint Representation Learning and Density Estimation Framework for Out-of-Distribution Detection. | Jinglun Li, Xinyu Zhou, Pinxue Guo, Yixuan Sun, Yiwen Huang, Weifeng Ge, Wenqiang Zhang |
| 2023 | ICCV | Few shot font generation via transferring similarity guided global style and quantization local style. | Wei Pan, Anna Zhu, Xinyu Zhou, Brian Kenji Iwana, Shilin Li |
| 2023 | ICONIP | Task Scheduling with Improved Particle Swarm Optimization in Cloud Data Center. | Yang Bi, Wenlong Ni, Yao Liu, Lingyue Lai, Xinyu Zhou |
| 2023 | ICONIP | Task Scheduling with Multi-strategy Improved Sparrow Search Algorithm in Cloud Datacenters. | Yao Liu, Wenlong Ni, Yang Bi, Lingyue Lai, Xinyu Zhou, Hua Chen |
| 2023 | ICONIP | Neighborhood Learning for Artificial Bee Colony Algorithm: A Mini-survey. | Xinyu Zhou, Guisen Tan, Yanlin Wu, Shuixiu Wu |
| 2023 | IGARSS | Hyperspectral Anomaly Detection Based on Background Purification via Deep Autoencoding Gaussian Mixture Model. | Zhiyue Wang, Junping Zhang, Ye Zhang, Xinyu Zhou |
| 2023 | IGARSS | Learned Masked Robust Principal Component Analysis Model for Infrared Small Target Detection. | Xinyu Zhou, Ye Zhang, Yue Hu |
| 2023 | MOBIHOC | Optimizing Utility-Energy Efficiency for the Metaverse over Wireless Networks under Physical Layer Security. | Jun Zhao, Xinyu Zhou, Yang Li, Liangxin Qian |
| 2022 | CVPR | EvUnroll: Neuromorphic Events based Rolling Shutter Image Correction. | Xinyu Zhou, Peiqi Duan, Yi Ma, Boxin Shi |
| 2022 | ICDCS | Joint Optimization of Energy Consumption and Completion Time in Federated Learning. | Xinyu Zhou, Jun Zhao, Huimei Han, Claude Guet |
| 2022 | IGARSS | Infrared Small Target Detection Via Learned Infrared Patch-Image Convolutional Network. | Xinyu Zhou, Ye Zhang, Yue Hu |
| 2021 | AAAI | Feature Space Singularity for Out-of-Distribution Detection. | Haiwen Huang, Zhihan Li, Lulu Wang, Sishuo Chen, Xinyu Zhou, Bin Dong |
| 2021 | BMVC | Discriminative Clue Alignment Network for Both Image- and Video-Based Person Re-Identification. | Panwen Hu, Xinyu Zhou, Rui Huang |
| 2021 | CEC | A Niche Based Multi-objective Particle Swarm Optimizer. | Jinglei Guo, Miaomiao Shao, Shouyong Jiang, Xinyu Zhou |
| 2021 | CVPR | EventZoom: Learning To Denoise and Super Resolve Neuromorphic Events. | Peiqi Duan, Zihao W. Wang, Xinyu Zhou, Yi Ma, Boxin Shi |
| 2021 | IGARSS | Cloud Removal for Single Visible Image Based on Modified Dark Channel Prior with Multiple Scale. | Shaoqi Shi, Ye Zhang, Xinyu Zhou, Jin Cheng |
| 2021 | ICTAI | An individual-dependent differential evolution with dual information guidance. | Xinyu Zhou, Yanlin Wu, Hu Peng, Shuixiu Wu, Mingwen Wang |
| 2021 | IGARSS | Stripe Noise Removal for Infrared Image by Regularized Spectral Separation. | Yue Hu, Xinyu Zhou, Ye Zhang, Shaoqi Shi, Disi Lin |
| 2021 | IGARSS | A Low-Rank and Sparse Constrained Dark Channel Prior for Cloud Removal in Remote Sensing Image Sequence. | Jin Cheng, Ye Zhang, Xinyu Zhou, Shaoqi Shi |
| 2021 | IGARSS | Water Retrieval Embedded Deep Network for Hyperspectral Image Refined Classification. | Xuejian Liang, Ye Zhang, Junping Zhang, Xinyuan Miao, Xinyu Zhou |
| 2021 | UIST | Rope X: Assistance and Guidance on Jumping Rope Frequency, based on Real-time, Heart Rate Feedback During Exercise. | Yijun Zhao, Bing Li, Yuyang Li, Jing Zhou, Jiacheng Cao, Yujing Luo, Xinyu Zhou, Cheng Yao, Lei Shi, Guanyun Wang |
| 2020 | CEC | Enhancing Artificial Bee Colony Algorithm with Dynamic Best Neighbor-guided Search Strategy. | Qiyu Cai, Xinyu Zhou, Anquan Jie, Maosheng Zhong, Mingwen Wang, Hui Wang, Hu Peng |
| 2020 | CEC | LSHADE with S-shape Constraint-handling Technique in Push and Pull Search for Constrained optimization Problems. | Jinglei Guol, Tianpei Cheng, Zhun Fan, Xinyu Zhou |
| 2020 | CVPR | DPGN: Distribution Propagation Graph Network for Few-Shot Learning. | Ling Yang, Liangliang Li, Zilun Zhang, Xinyu Zhou, Erjin Zhou, Yu Liu |
| 2020 | ECCV | Learning Delicate Local Representations for Multi-person Pose Estimation. | Yuanhao Cai, Zhicheng Wang, Zhengxiong Luo, Binyi Yin, Angang Du, Haoqian Wang, Xiangyu Zhang, Xinyu Zhou, Erjin Zhou, Jian Sun |
| 2020 | INFOCOM | A Convolutional Neural Network-Based RF Fingerprinting Identification Scheme for Mobile Phones. | Sheng Wang, Linning Peng, Hua Fu, Aiqun Hu, Xinyu Zhou |
| 2020 | PIMRC | Indoor Route and Location Inference using Smartphone IMU Sensors. | Xinyu Zhou, Manoj Franklin |
| 2019 | CEC | Enhanced Brain Storm Optimization with Role-playing Strategy. | Jianqiang Chen, Changshou Deng, Hu Peng, Yucheng Tan, Xinyu Zhou, Feng Wang |
| 2019 | CEC | A Novel Artificial Bee Colony Algorithm with Division of Labor for Solving CEC 2019 100-Digit Challenge Benchmark Problems. | Jiaxin Lu, Xinyu Zhou, Yong Ma, Mingwen Wang, Jianyi Wan, Wenjun Wang |
| 2019 | ICONIP | Enhancing Artificial Bee Colony Algorithm with Directional Information. | Qiyu Cai, Xinyu Zhou, Anquan Jie, Maosheng Zhong, Mingwen Wang |
| 2019 | ICTAI | Dynamic Multi-population Artificial Bee Colony Algorithm. | Xinyu Zhou, Yiwen Ling, Maosheng Zhong, Mingwen Wang |
| 2019 | ICTAI | Short-Spoken Language Intent Classification with Conditional Sequence Generative Adversarial Network. | Xinyu Zhou, Yang Peng |
| 2018 | CVPR | ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices. | Xiangyu Zhang, Xinyu Zhou, Mengxiao Lin, Jian Sun |
| 2018 | GECCO | Gaussian bare-bones cuckoo search algorithm. | Hu Peng, Changshou Deng, Hui Wang, Wenjun Wang, Xinyu Zhou, Zhijian Wu |
| 2018 | GECCO | Differential evolution with multi-information guidance. | Xinyu Zhou, Yunan Liu, Mingwen Wang, Jianyi Wan, Hui Wang, Wenjun Wang, Hu Peng |
| 2018 | ICA3PP | Accelerating Artificial Bee Colony Algorithm with Elite Neighborhood Learning. | Xinyu Zhou, Yunan Liu, Yong Ma, Mingwen Wang, Jianyi Wan |
| 2018 | IGARSS | Narrow Road Extraction from Remote Sensing Images Based on Super-Resolution Convolutional Neural Network. | Xinyu Zhou, Xi Chen, Ye Zhang |
| 2018 | PRICAI | An Elite Group Guided Artificial Bee Colony Algorithm with a Modified Neighborhood Search. | Jiaxin Lu, Xinyu Zhou, Yong Ma, Mingwen Wang |
| 2018 | PRICAI | Enhancing Artificial Bee Colony Algorithm with Superior Information Learning. | Xinyu Zhou, Yunan Liu, Mingwen Wang, Jianyi Wan |
| 2017 | CVPR | EAST: An Efficient and Accurate Scene Text Detector. | Xinyu Zhou, Cong Yao, He Wen, Yuzhi Wang, Shuchang Zhou, Weiran He, Jiajun Liang |
| 2017 | ICANN | IQNN: Training Quantized Neural Networks with Iterative Optimizations. | Shuchang Zhou, He Wen, Taihong Xiao, Xinyu Zhou |
| 2017 | ICONIP | Firefly Algorithm for Demand Estimation of Water Resources. | Hui Wang, Zhihua Cui, Wenjun Wang, Xinyu Zhou, Jia Zhao, Li Lv, Hui Sun |
| 2017 | ICONIP | Selection Mechanism in Artificial Bee Colony Algorithm: A Comparative Study on Numerical Benchmark Problems. | Xinyu Zhou, Hui Wang, Mingwen Wang, Jianyi Wan |
| 2016 | ICONIP | An Improved Multi-strategy Ensemble Artificial Bee Colony Algorithm with Neighborhood Search. | Xinyu Zhou, Mingwen Wang, Jianyi Wan, Jiali Zuo |
| 2015 | CEC | On anycast routing based on parallel evolutionary algorithm. | Kangshun Li, Xiaoyang Deng, Xinyu Zhou, Wei Li |
| 2015 | GLOBECOM | Achievable Rates of Secure Transmission in Gaussian MISO Channel with Imperfect Main Channel Estimation. | Xinyu Zhou, Zouheir Rezki, Basel Alomair, Mohamed-Slim Alouini |
| 2015 | ICONIP | A Numerical Optimization Algorithm Based on Bacterial Reproduction. | Peng Shao, Zhijian Wu, Xuanyu Zhou, Xinyu Zhou, Zelin Wang, Dang Cong Tran |
| 2015 | ICONIP | Neural Network with Evolutionary Algorithm for Packet Matching. | Zelin Wang, Zhijian Wu, Xinyu Zhou, Ruimin Wang, Peng Shao |
| 2015 | ICONIP | Accelerating Artificial Bee Colony Algorithm for Global Optimization. | Xinyu Zhou, Mingwen Wang, Jianyi Wan |
| 2014 | CIKM | Modeling Paying Behavior in Game Social Networks. | Zhanpeng Fang, Xinyu Zhou, Jie Tang, Wei Shao, Alvis Cheuk M. Fong, Longjun Sun, Ying Ding, Ling Zhou, Jarder Luo |
| 2013 | CEC | Accelerating artificial bee colony algorithm by using an external archive. | Hui Wang, Zhijian Wu, Xinyu Zhou, Shahryar Rahnamayan |
| 2012 | PDCAT | Elite Opposition-Based Differential Evolution for Solving Large-Scale Optimization Problems and Its Implementation on GPU. | Xinyu Zhou, Zhijian Wu, Hui Wang |
| 2007 | ISADS | Collaboration Policy Generation in Dynamic Collaborative SOA. | Wei-Tek Tsai, Qian Huang, Bingnan Xiao, Yinong Chen, Xinyu Zhou |
| 2005 | COMPSAC | Adaptive Testing, Oracle Generation, and Test Case Ranking for Web Services. | Wei-Tek Tsai, Yinong Chen, Raymond A. Paul, Hai Huang, Xinyu Zhou, Xiao Wei |
| 2001 | AMIA | PDA support for outpatient clinical clerkships: mobile computing for medical education. | Stuart M. Speedie, James Pacala, Gregory Vercellotti, Ilene B. Harris, Xinyu Zhou |