| 2026 | ACL | Synergizing Stylometrics with Semantics: Dual-Path Framework for LLM Detection and Attribution. | Xingyu Lu, Yumeng Ma, Xiang Zhou, Shengli Gan, Guiying Deng, Yang Wen, Yanbing Liu |
| 2025 | ACL | Don't Half-listen: Capturing Key-part Information in Continual Instruction Tuning. | Yongquan He, Wenyuan Zhang, Xuancheng Huang, Peng Zhang, Lingxun Meng, Xiang Zhou, Ke Zeng, Xunliang Cai |
| 2025 | HCI | Human-Machine Harmony: A Study on the Interactivity of Children's Toy Packaging Design Under the Guidance of Nordic Humanist Functionalism. | Xiang Zhou, Jiaqi Ren, Xuesong Zhou |
| 2025 | IROS | HAC-LOCO: Learning Hierarchical Active Compliance Control for Quadruped Locomotion under Continuous External Disturbances. | Xiang Zhou, Xinyu Zhang, Tong Wu, Qingrui Zhang, Lixian Zhang |
| 2025 | ICWS | APICoder: A Multi-Role Large Language Model Framework for API Service Call Code Generation. | Conghui Yang, Lei Yu, Huafeng Su, Xiang Zhou |
| 2025 | NAACL | Legal Judgment Prediction based on Knowledge-enhanced Multi-Task and Multi-Label Text Classification. | Ang Li, Yiquan Wu, Ming Cai, Adam Jatowt, Xiang Zhou, Weiming Lu, Changlong Sun, Fei Wu, Kun Kuang |
| 2025 | SMC | Model-MRFaG: A Test Code Generation Framework Based on Fine-tuned LLMs. | Xiang Zhou, Lei Yu, Junhua Liu, Conghui Yang, Lixun Wang |
| 2024 | ACL | Inducing Systematicity in Transformers by Attending to Structurally Quantized Embeddings. | Yichen Jiang, Xiang Zhou, Mohit Bansal |
| 2024 | AsiaCCS | CapsuleFormer: A Capsule and Transformer combined model for Decentralized Application encrypted traffic classification. | Xiang Zhou, Xi Xiao, Qing Li, Bin Zhang, Guangwu Hu, Xiapu Luo, Tianwei Zhang |
| 2024 | COLING | From Graph to Word Bag: Introducing Domain Knowledge to Confusing Charge Prediction. | Ang Li, Qiangchao Chen, Yiquan Wu, Xiang Zhou, Kun Kuang, Fei Wu, Ming Cai |
| 2024 | IROS | PA-LOCO: Learning Perturbation-Adaptive Locomotion for Quadruped Robots. | Zhiyuan Xiao, Xinyu Zhang, Xiang Zhou, Qingrui Zhang |
| 2024 | ICRA | Energy Consumption Modelling of Coaxial-Rotor in Vortex Ring State for Controllable High-speed Descending. | Jiawei Sun, Xiang Zhou, Taoze Ban, Jiannan Zhao, Feng Shuang |
| 2024 | ICWS | ServiceCoder: A Service Computing Code Generation Model. | Yue Chen, Lei Yu, Xiang Zhou, Huafeng Su, Junhua Liu, Yuhang Wang |
| 2024 | MICCAI | 3DGPS: A 3D Differentiable-Gaussian-Based Planning Strategy for Liver Tumor Cryoablation. | Ce Wang, Xiaoyu Huang, Yaqing Kong, Qian Li, You Hao, Xiang Zhou |
| 2023 | EACL | GrIPS: Gradient-free, Edit-based Instruction Search for Prompting Large Language Models. | Archiki Prasad, Peter Hase, Xiang Zhou, Mohit Bansal |
| 2023 | EMNLP | RexUIE: A Recursive Method with Explicit Schema Instructor for Universal Information Extraction. | Chengyuan Liu, Fubang Zhao, Yangyang Kang, Jingyuan Zhang, Xiang Zhou, Changlong Sun, Kun Kuang, Fei Wu |
| 2023 | EMNLP | ReCEval: Evaluating Reasoning Chains via Correctness and Informativeness. | Archiki Prasad, Swarnadeep Saha, Xiang Zhou, Mohit Bansal |
| 2023 | EMNLP | Measure Children's Mindreading Ability with Machine Reading. | Yuliang Yan, Xiaohua Wang, Xiang Zhou, Xiaoqing Zheng, Xuanjing Huang |
| 2023 | EMNLP | Data Factors for Better Compositional Generalization. | Xiang Zhou, Yichen Jiang, Mohit Bansal |
| 2023 | ICLR | A GNN-Guided Predict-and-Search Framework for Mixed-Integer Linear Programming. | Qingyu Han, Linxin Yang, Qian Chen, Xiang Zhou, Dong Zhang, Akang Wang, Ruoyu Sun, Xiaodong Luo |
| 2023 | ISCA | TPU v4: An Optically Reconfigurable Supercomputer for Machine Learning with Hardware Support for Embeddings. | Norman P. Jouppi, George Kurian, Sheng Li, Peter C. Ma, Rahul Nagarajan, Lifeng Nai, Nishant Patil, Suvinay Subramanian, Andy Swing, Brian Towles, Cliff Young, Xiang Zhou, Zongwei Zhou, David A. Patterson |
| 2023 | IGARSS | LS-SEM-Katsev Analytical Modeling of Lidar Underwater Transfer. | Chenyang Li, Guoqing Zhou, Dianjun Zhang, Xiang Zhou |
| 2023 | MICCAI | HC-Net: Hybrid Classification Network for Automatic Periodontal Disease Diagnosis. | Lanzhuju Mei, Yu Fang, Zhiming Cui, Ke Deng, Nizhuan Wang, Xuming He, Yiqiang Zhan, Xiang Zhou, Maurizio Tonetti, Dinggang Shen |
| 2023 | SIGCOMM | Lightwave Fabrics: At-Scale Optical Circuit Switching for Datacenter and Machine Learning Systems. | Hong Liu, Ryohei Urata, Kevin Yasumura, Xiang Zhou, Roy Bannon, Jill Berger, Pedram Dashti, Norm Jouppi, Cedric F. Lam, Sheng Li, Erji Mao, Daniel Nelson, George Papen, Muhammad Mukarram Bin Tariq, Amin Vahdat |
| 2022 | ACL | Improving the Adversarial Robustness of NLP Models by Information Bottleneck. | Cenyuan Zhang, Xiang Zhou, Yixin Wan, Xiaoqing Zheng, Kai-Wei Chang, Cho-Jui Hsieh |
| 2022 | ACL | Distributed NLI: Learning to Predict Human Opinion Distributions for Language Reasoning. | Xiang Zhou, Yixin Nie, Mohit Bansal |
| 2022 | AMIA | Deep Learning-based Rare Disease Patient Classification Using Phenotypes. | Youngjun Kim, Yunchen Yang, Timmy O'Connell, Meng Ma, Xiang Zhou, Rong Chen |
| 2022 | AMIA | Improving Cancer Drug Recognition Using Few-shot Transfer Learning. | Wenzhe Yang, Youngjun Kim, Timmy O'Connell, Xiang Zhou, Rong Chen |
| 2022 | EMNLP | Mutual Exclusivity Training and Primitive Augmentation to Induce Compositionality. | Yichen Jiang, Xiang Zhou, Mohit Bansal |
| 2022 | FMCAD | Bounded Model Checking for LLVM. | Siddharth Priya, Yusen Su, Yuyan Bao, Xiang Zhou, Yakir Vizel, Arie Gurfinkel |
| 2022 | NAACL | Masked Part-Of-Speech Model: Does Modeling Long Context Help Unsupervised POS-tagging? | Xiang Zhou, Shiyue Zhang, Mohit Bansal |
| 2021 | AAAI | Filling the Gap of Utterance-aware and Speaker-aware Representation for Multi-turn Dialogue. | Longxiang Liu, Zhuosheng Zhang, Hai Zhao, Xi Zhou, Xiang Zhou |
| 2021 | AAAI | Semantics-Aware Inferential Network for Natural Language Understanding. | Shuailiang Zhang, Hai Zhao, Junru Zhou, Xi Zhou, Xiang Zhou |
| 2021 | ATVA | Verifying Verified Code. | Siddharth Priya, Xiang Zhou, Yusen Su, Yakir Vizel, Yuyan Bao, Arie Gurfinkel |
| 2021 | BMVC | Image Completion with Adaptive Multi-Temperature Mask-Guided Attention. | Xiang Zhou, Yuan Zeng, Yi Gong |
| 2021 | EACL | Hidden Biases in Unreliable News Detection Datasets. | Xiang Zhou, Heba Elfardy, Christos Christodoulopoulos, Thomas Butler, Mohit Bansal |
| 2021 | IGARSS | An Efficient Variant of the Garbrechnt and Martz Algorithm for Calculating Flow Directions Over Flat Surfaces in Raster Digital Elevation Models. | Lihui Song, Guiyun Zhou, Zhonghua Su, Yang Chen, Xiang Zhou, Rong Zhao |
| 2021 | IGARSS | Three-Dimensional Reconstruction of Leaves Based on Laser Point Cloud Data. | Zhonghua Su, Guiyun Zhou, Lihui Song, Xukun Lu, Rong Zhao, Xiang Zhou |
| 2021 | IGARSS | Comparative Analysis of the Semi-Empirical Physical Models for Shallow Water Depth Inversion in Beibu Gulf. | Jiasheng Xu, Guoqing Zhou, Qiaobo Cao, Sikai Su, Zhou Tian, Weiguang Liu, Haocheng Hu, Xiang Zhou |
| 2020 | AAAI | Semantics-Aware BERT for Language Understanding. | Zhuosheng Zhang, Yuwei Wu, Hai Zhao, Zuchao Li, Shuailiang Zhang, Xi Zhou, Xiang Zhou |
| 2020 | AAAI | DCMN+: Dual Co-Matching Network for Multi-Choice Reading Comprehension. | Shuailiang Zhang, Hai Zhao, Yuwei Wu, Zhuosheng Zhang, Xi Zhou, Xiang Zhou |
| 2020 | ACL | Towards Robustifying NLI Models Against Lexical Dataset Biases. | Xiang Zhou, Mohit Bansal |
| 2020 | AMIA | DxTree: a visual analytics tool for hierarchical representation of disease cohort counts for clinical trials. | Mingwei Zhang, Zongzhi Liu, Meng Ma, Kyeryoung Lee, Yun Mai, Scott Jones, Chris Gilman, Ying Ru, Matthew Deitz, Yunrou Gong, Xiang Zhou, Krish Ghosh, Rong Chen, Eric E. Schadt, Xiaoyan Wang |
| 2020 | EMNLP | What Can We Learn from Collective Human Opinions on Natural Language Inference Data? | Yixin Nie, Xiang Zhou, Mohit Bansal |
| 2020 | EMNLP | The Curse of Performance Instability in Analysis Datasets: Consequences, Source, and Suggestions. | Xiang Zhou, Yixin Nie, Hao Tan, Mohit Bansal |
| 2020 | ICMLC | Feature Selection for Big Data Based on Mapreduce and Voting Mechanism. | Su-Fang Zhang, Jun-Hai Zhai, Shi Tian, Xiang Zhou, Yan Li |
| 2019 | AAAI | Dependency or Span, End-to-End Uniform Semantic Role Labeling. | Zuchao Li, Shexia He, Hai Zhao, Yiqing Zhang, Zhuosheng Zhang, Xi Zhou, Xiang Zhou |
| 2019 | ISCAS | Robustness of Power Grids Based on a Probability Model of Node Failures. | Jiang Jiang, Haicheng Tu, Yongxiang Xia, Xiang Zhou, Xi Chen |
| 2019 | IGARSS | Structural Optimization of Receiving System Based on Optimal Field of View for Shallow Sea Laser Measurement. | Guoqing Zhou, Jiandong Wei, Xiang Zhou, Wei Huang, Jinlong Chen, Yizhi Tan, HaochengHu Wei |
| 2019 | MICCAI | Multi-class Gradient Harmonized Dice Loss with Application to Knee MR Image Segmentation. | Qin Liu, Xiongfeng Tang, Deming Guo, Yanguo Qin, Pengfei Jia, Yiqiang Zhan, Xiang Zhou, Dijia Wu |
| 2019 | WCNC | Edge-assisted Adaptive Video Streaming with Deep Learning in Mobile Edge Networks. | Zheng Chang, Xiang Zhou, Zhi Wang, Hanyang Li, Xing Zhang |
| 2018 | INFOCOM | Demo abstract: Context-aware video streaming with Q-learning for MEC-enabled cellular networks. | Xiang Zhou, Zheng Chang, Chuanhao Sun, Xing Zhang |
| 2018 | ICSE | Benchmarking microservice systems for software engineering research. | Xiang Zhou, Xin Peng, Tao Xie, Jun Sun, Chenjie Xu, Chao Ji, Wenyun Zhao |
| 2018 | WCNC | Radio network-aware edge caching for video delivery in MEC-enabled cellular networks. | Yiming Tan, Ce Han, Ming Luo, Xiang Zhou, Xing Zhang |
| 2018 | UAI | Scalable Algorithms for Learning High-Dimensional Linear Mixed Models. | Zilong Tan, Kimberly Roche, Xiang Zhou, Sayan Mukherjee |
| 2017 | EACL | On-line Dialogue Policy Learning with Companion Teaching. | Lu Chen, Runzhe Yang, Cheng Chang, Zihao Ye, Xiang Zhou, Kai Yu |
| 2017 | EMNLP | Affordable On-line Dialogue Policy Learning. | Cheng Chang, Runzhe Yang, Lu Chen, Xiang Zhou, Kai Yu |
| 2017 | EMNLP | Agent-Aware Dropout DQN for Safe and Efficient On-line Dialogue Policy Learning. | Lu Chen, Xiang Zhou, Cheng Chang, Runzhe Yang, Kai Yu |
| 2017 | IGARSS | Maximum variance unfolding based co-location decision tree for remote sensing image classification. | Rongting Zhang, Guoqing Zhou, Jingjin Huang, Xiang Zhou |
| 2017 | IGARSS | FPGA-Based NN adaptive channel for array lidar imager. | Guoqing Zhou, Pengyun Chen, Xiang Zhou, Lieping Zhang, Bin Jia, Guoqing Gao, Yajun Fan, Zhiliang Wu, Wei Huang, Jingjin Huang, Rongting Zhang |
| 2017 | IGARSS | Onboard ortho-rectification for remotely sensed images. | Guoqing Zhou, Yajun Fan, Rongting Zhang, Na Liu, Jingjin Huang, Xiang Zhou |
| 2017 | IGARSS | A new approach to minimize walk error in pulsed laser rangefinding. | Guoqing Zhou, Wei Huang, Xiang Zhou, Lieping Zhang, Pengyun Chen, Jingjin Huang, Rongting Zhang |
| 2016 | IAS | A Lane Change Detection and Filtering Approach for Precise Longitudinal Position of On-Road Vehicles. | Tianyi Li, Ming Yang, Xiaojun Xu, Xiang Zhou, Chunxiang Wang |
| 2016 | IGARSS | Monitoring of sinking flux of ocean particulate organic carbon using remote sensing methods. | Zui Tao, Tingting Lv, Xiang Zhou, Sheng Ma, Xiangbing Kong |
| 2016 | IGARSS | Evaluation of a UAV-based hyperspectral frame camera for monitoring the leaf nitrogen concentration in rice. | Hengbiao Zheng, Xiang Zhou, Tao Cheng, Xia Yao, Yongchao Tian, Weixing Cao, Yan Zhu |
| 2016 | IGARSS | Monitoring leaf area index after heading stage using hyperspectral remote sensing data in rice. | Jiaoyang He, Yehui Qin, Caili Guo, Liyun Zhao, Xiang Zhou, Xia Yao, Tao Cheng, Yongchao Tian |
| 2016 | IGARSS | Spatio - temporal distribution of crop phenology in eastern coastal China based on MODIS data. | Tingting Lv, Zui Tao, Xiang Zhou, Xiaoyu Sun |
| 2015 | VTC | Improved Depth-First-Search Sphere Decoding Based on LAS for MIMO-OFDM Systems. | Zhiheng Qin, Jin Xu, Xiaofeng Tao, Xiang Zhou |
| 2015 | VTC | Optimal Energy-Efficient Relay Deployment for Two-Way Relay System with Non-Ideal Power Amplifier. | Xiang Zhou, Zhiheng Qin, Jiahui Liu |
| 2013 | IGARSS | Simulation study of new generation of airborne scannerless LiDAR system. | Guoqing Zhou, Bo Yang, Wuming Zhang, Xiaodong Tao, Wei Zhao, Tao Yue, Xiang Zhou, Chuntao Yang |
| 2013 | WISE | Diversifying Tag Selection Result for Tag Clouds by Enhancing both Coverage and Dissimilarity. | Meiling Wang, Xiang Zhou, Qiuming Tao, Wei Wu, Chen Zhao |
| 2012 | GLOBECOM | Dynamic RMSA in elastic optical networks with an adaptive genetic algorithm. | Xiang Zhou, Wei Lu, Long Gong, Zuqing Zhu |
| 2012 | ICSOC | WCP-Nets: A Weighted Extension to CP-Nets for Web Service Selection. | Hongbing Wang, Jie Zhang, Wenlong Sun, Hongye Song, Guibing Guo, Xiang Zhou |
| 2012 | MICCAI | Learning to Locate Cortical Bone in MRI. | Gerardo Hermosillo Valadez, Vikas C. Raykar, Xiang Zhou |
| 2011 | WSC | Failure of random materials: a large deviation and computational study. | Jingchen Liu, Rohit Patra, Xiang Zhou, Weinan E |
| 2010 | ICSOC | Adaptive Service Composition Based on Reinforcement Learning. | Hongbing Wang, Xuan Zhou, Xiang Zhou, Weihong Liu, Wenya Li, Athman Bouguettaya |
| 2010 | ICTAI | Adaptive and Dynamic Service Composition Using Q-Learning. | Hongbing Wang, Xuan Zhou, Xiang Zhou, Weihong Liu, Wenya Li |
| 2009 | FAW | CFI Construction and Balanced Graphs. | Xiang Zhou |
| 2009 | ICDAR | Document Analysis Support for the Manual Auditing of Elections. | Daniel P. Lopresti, Xiang Zhou, Xiaolei Huang, Gang Tan |
| 2009 | ICNC | ASM Semantic Modeling and Checking for Sequence Diagram. | Xiang Zhou, Zhiqing Shao |
| 2008 | EUC | Research and Design of Shared Resources Competition Solution among Hardware-Software Tasks based on Unified Scheduling. | Bing Guo, Yan Shen, Lei Zhang, Xiang Zhou |
| 2007 | DASFAA | Geo-WDBMS: An Improved DBMS with the Function of Watermarking Geographical Data. | Min Huang, Xiang Zhou, Jiaheng Cao, Zhiyong Peng |
| 2007 | SAC | An additive-attack-proof watermarking mechanism for databases' copyrights protection using image. | Xiang Zhou, Min Huang, Zhiyong Peng |
| 2006 | CVPR | Simultaneous Registration and Modeling of Deformable Shapes. | Jing Xiao, Bogdan Georgescu, Xiang Zhou, Dorin Comaniciu, Takeo Kanade |
| 2006 | ICDE | Object Identifier Reuse Mechanism for TOTEM. | Yuan Shi, Boxuan Zhai, Xiang Zhou, Zhiyong Peng |
| 2004 | MMM | A Semi-Fragile Watermark Scheme For Image Authentication. | Xiang Zhou, Xiaohui Duan, Daoxian Wang |
| 2002 | ICASSP | Speeding up relevance feedback in image retrieval with triangle-inequality based algorithms. | Ziyou Xiong, Xiang Zhou, William M. Pottenger, Thomas S. Huang |
| 2002 | ICPR | Factorized Local Appearance Models. | Baback Moghaddam, Xiang Zhou |