| 2026 | AAAI | OPTION: An Online Pricing Strategy for Asynchronous Federated Learning Against Free-Riding Attacks. | Bangqi Pan, Jianfeng Lu, Shuqin Cao, Xiao Zhang, Gang Li, Guanghui Wen |
| 2026 | AAAI | TrajAgg: Dual-Scale Feature Aggregation with Hybrid Training for Trajectory Similarity Computation in Free Space. | Xiao Zhang, Xingyu Zhao, Yuan Cao, Bin Wang, Guiyuan Jiang, Yanwei Yu |
| 2026 | AAAI | DGTF: Cross-Domain Decentralized Graph Learning with Topology-Aware Knowledge Fusion. | Ruisheng Zheng, Mingyi Li, Xiao Zhang, Hongjian Shi, Yanjie Fu, Yuan Yuan, Dongxiao Yu |
| 2026 | ACL | When Personalization Misleads: Understanding and Mitigating Hallucinations in Personalized LLMs. | Zhongxiang Sun, Yi Zhan, Chenglei Shen, Weijie Yu, Xiao Zhang, Ming He, Jun Xu |
| 2026 | ACL | Structure Guided Retrieval-Augmented Generation for Factual Queries. | Miao Xie, Xiao Zhang, Yi Li, Chunli Lv |
| 2026 | ACL | Jailbreaking Attacks vs. Content Safety Filters: How Far Are We in the LLM Safety Arms Race? | Yuan Xin, Dingfan Chen, Linyi Yang, Michael Backes, Xiao Zhang |
| 2026 | ACL | KnowledgeBerg: Evaluating Systematic Knowledge Coverage and Compositional Reasoning in Large Language Models. | Xiao Zhang, Qianru Meng, Yongjian Chen, Yumeng Wang, Johan Bos |
| 2026 | ASPLOS | Tilus: A Tile-Level GPGPU Programming Language for Low-Precision Computation. | Yaoyao Ding, Bohan Hou, Xiao Zhang, Allan Lin, Tianqi Chen, Cody Hao Yu, Yida Wang, Gennady Pekhimenko |
| 2026 | CGO | Hexcute: A Compiler Framework for Automating Layout Synthesis in GPU Programs. | Xiao Zhang, Yaoyao Ding, Bolin Sun, Yang Hu, Tatiana Shpeisman, Gennady Pekhimenko |
| 2026 | INFOCOM | 6Massive: An Efficient IPv6 Large-Scale Target Generation Framework. | Shunlong Hao, Liancheng Zhang, Ruosi Cheng, Lanxin Cheng, Hongtao Zhang, Yi Guo, Wenhao Xia, Jichang Wang, Haojie Zhu, Ce Sun, Luyang Li, Xiao Zhang |
| 2026 | INFOCOM | Resource-Aware Decentralized Learning with Rate-Adaptive Quantization. | Jing Qiao, Yu Liu, Yuan Yuan, Yifei Zou, Xiao Zhang, Dongxiao Yu |
| 2026 | IWCMC | BirdEye: An Affordable, Plug-and-Play Solution for Scalable Bird Logging. | Sai Vikram Patnaik, Ashwin Kumar Sarvadey, Chineme Uba, Xiao Zhang, Zheng Song |
| 2026 | KDD | VALUE: Value-Aware Large Language Model for Query Rewriting via Weighted Trie in Sponsored Search. | Xiao Zhang, Guanyu Chen, Boyang Zuo, Feng Li, Pengjie Wang, Jian Xu, Bo Zheng |
| 2026 | NSDI | Enabling SLO-Aware 5G Multi-Access Edge Computing with SMEC. | Xiao Zhang, Daehyeok Kim |
| 2026 | WWW | Room Matters: Dynamic Room-level Collaboration Information Modeling for Live Streaming Recommendation. | Ke Guo, Changle Qu, Xiao Zhang, Liqin Zhao, Shijun Wang, Yanan Niu, Jun Xu |
| 2026 | SIGIR | KuaiLive: A Real-time Interactive Dataset for Live Streaming Recommendation. | Changle Qu, Sunhao Dai, Ke Guo, Xiao Zhang, Liqin Zhao, Shijun Wang, Yanan Niu, Lantao Hu, Han Li, Jun Xu |
| 2026 | SIGIR | GenRecEdit: Adapting Model Editing for Generative Recommendation with Cold-Start Items. | Chenglei Shen, Teng Shi, Weijie Yu, Xiao Zhang, Jun Xu |
| 2026 | SIGIR | Mining Informative Interests via Latent Cross Reasoning for Search Enhanced Recommendation. | Teng Shi, Weicong Qin, Weijie Yu, Xiao Zhang, Ming He, Jianping Fan, Jun Xu |
| 2026 | SIGIR | Large-Scale Online Learning for Generative List Recommendation in E-commerce: An Environment Policy Optimization Approach. | Yuan Wang, Zhiyu Li, Ang Gao, Changshuo Zhang, Xiao Zhang, Jun Xu, Quan Lin |
| 2026 | SIGIR | Disentangling from Collaborative and Semantic Views: Graph Collaborative Filtering for Q&A Recommendation. | Changshuo Zhang, Teng Shi, Xiao Zhang, Yanping Zheng, Ruobing Xie, Qi Liu, Jun Xu |
| 2026 | SIGIR | DLLM-Searcher: Adapting Diffusion Language Model for Efficient Search Agents. | Jiahao Zhao, Shaoxuan Xu, Zhongxiang Sun, Fengqi Zhu, Jingyang Ou, Yuling Shi, Chongxuan Li, Xiao Zhang, Jun Xu |
| 2026 | WSDM | Counteracting the Delayed Conversions in OCPC with Survival Analysis. | Leping Zhang, Chenxuan He, Xiao Zhang, Yichao Wang, Tengxiang Zhang, Zhenhua Dong, Jun Xu |
| 2025 | AAAI | LightPROF: A Lightweight Reasoning Framework for Large Language Model on Knowledge Graph. | Tu Ao, Yanhua Yu, Yuling Wang, Yang Deng, Zirui Guo, Liang Pang, Pinghui Wang, Tat-Seng Chua, Xiao Zhang, Zhen Cai |
| 2025 | AAAI | Unsupervised Patch-GAN with Targeted Patch Ranking for Fine-Grained Novelty Detection in Medical Imaging. | Jingkun Chen, Guang Yang, Xiao Zhang, Jingchao Peng, Tianlu Zhang, Jianguo Zhang, Jungong Han, Vicente Grau |
| 2025 | AAAI | An Item Is Worth a Prompt: Versatile Image Editing with Disentangled Control. | Aosong Feng, Weikang Qiu, Jinbin Bai, Zhen Dong, Kaicheng Zhou, Xiao Zhang, Rex Ying, Leandros Tassiulas |
| 2025 | AAAI | Enhancing Elusive Clues in Knowledge Learning by Contrasting Attention of Language Models. | Jian Gao, Xiao Zhang, Miao Li, Ji Wu |
| 2025 | AAAI | TSVC: Tripartite Learning with Semantic Variation Consistency for Robust Image-Text Retrieval. | Shuai Lyu, Zijing Tian, Zhonghong Ou, Yifan Zhu, Xiao Zhang, Qiankun Ha, Haoran Luo, Meina Song |
| 2025 | AAAI | LS-TGNN: Long and Short-Term Temporal Graph Neural Network for Session-Based Recommendation. | Zhonghong Ou, Xiao Zhang, Yifan Zhu, Shuai Lyu, Jiahao Liu, Tu Ao |
| 2025 | AAAI | AdaO2B: Adaptive Online to Batch Conversion for Out-of-Distribution Generalization. | Xiao Zhang, Sunhao Dai, Jun Xu, Yong Liu, Zhenhua Dong |
| 2025 | AAAI | Trigger3: Refining Query Correction via Adaptive Model Selector. | Kepu Zhang, Zhongxiang Sun, Xiao Zhang, Xiaoxue Zang, Kai Zheng, Yang Song, Jun Xu |
| 2025 | ACL | MAPS: Motivation-Aware Personalized Search via LLM-Driven Consultation Alignment. | Weicong Qin, Yi Xu, Weijie Yu, Chenglei Shen, Ming He, Jianping Fan, Xiao Zhang, Jun Xu |
| 2025 | ACL | Bone Soups: A Seek-and-Soup Model Merging Approach for Controllable Multi-Objective Generation. | Guofu Xie, Xiao Zhang, Ting Yao, Yunsheng Shi |
| 2025 | ACL | Length-Induced Embedding Collapse in PLM-based Models. | Yuqi Zhou, Sunhao Dai, Zhanshuo Cao, Xiao Zhang, Jun Xu |
| 2025 | CCS | DivTrackee versus DynTracker: Promoting Diversity in Anti-Facial Recognition against Dynamic FR Strategy. | Wenshu Fan, Minxing Zhang, Hongwei Li, Wenbo Jiang, Hanxiao Chen, Xiangyu Yue, Michael Backes, Xiao Zhang |
| 2025 | CGI | An Improved Small Object Detection Method for Shuttlecock Activity Analysis. | Xin Ma, Guiren Zhou, Haijun Huang, Jianwen Chen, Xiaoxu Shi, Yuxin Hong, Meng Sun, Xiao Zhang, Bo Yang, Jianlin Zhu |
| 2025 | CGI | Enhancing Nvshu Recognition Based on Polarity-Aware Linear Attention and Learnable Local Salient Kernel. | Guiren Zhou, Meng Sun, Yuxin Hong, Xiao Zhang, Jianlin Zhu, Bo Yang |
| 2025 | CIKM | Benefit from Rich: Tackling Search Interaction Sparsity in Search Enhanced Recommendation. | Teng Shi, Weijie Yu, Xiao Zhang, Ming He, Jianping Fan, Jun Xu |
| 2025 | CloudCom | Multi-Modal Feature Fusion Distance Gating 3D Imaging Based on Edge Computing. | Haojie Huang, Bin Zhou, Yuanai Xie, Pan Lai, Xiao Zhang, Jianlin Zhu |
| 2025 | CloudCom | An Energy-Efficient Tree-Chain Data Sharing Scheme with NDN for UAV Networks. | Jun Wang, Wenjie Ke, Jia Liu, Wanneng Shu, Xiao Zhang |
| 2025 | COCOON | A Robust Distributed Minimax Learning Method Against Model Poisoning Attacks. | Tingting Zhang, Yuan Yuan, Xiao Zhang, Yifei Zou, Zhipeng Cai, Dongxiao Yu |
| 2025 | CVPR | Nested Diffusion Models Using Hierarchical Latent Priors. | Xiao Zhang, Ruoxi Jiang, Rebecca Willett, Michael Maire |
| 2025 | CW | Enhanced Context-Guided Aggregation Network for Remote Sensing Change Detection. | Xiao Zhang, Zhengyi Liu, Ruibin Zhao, Xingsheng Lu |
| 2025 | ECAI | H | Wei Guo, Siyuan Lu, Yiqi Tong, Zhaojun Hu, Fuzhen Zhuang, Xiao Zhang, Tao Fan, Jin Dong |
| 2025 | EMNLP | Revisiting Chain-of-Thought Prompting: Zero-shot Can Be Stronger than Few-shot. | Xiang Cheng, Chengyan Pan, Minjun Zhao, Deyang Li, Fangchao Liu, Xinyu Zhang, Xiao Zhang, Yong Liu |
| 2025 | EMNLP | Similarity = Value? Consultation Value-Assessment and Alignment for Personalized Search. | Weicong Qin, Yi Xu, Weijie Yu, Teng Shi, Chenglei Shen, Ming He, Jianping Fan, Xiao Zhang, Jun Xu |
| 2025 | EMNLP | Reward Mixology: Crafting Hybrid Signals for Reinforcement Learning Driven In-Context Learning. | Changshuo Zhang, Ang Gao, Xiao Zhang, Yong Liu, Deyang Li, Fangchao Liu, Xinyu Zhang |
| 2025 | ESORICS | Premining in the Shadows: How Hidden Blocks Weaken the Security of Proof-of-Work Chains. | Wanying Zeng, Lijia Xie, Xiao Zhang |
| 2025 | GLOBECOM | Effective Dual-Layer Poison Attacks Detection in Privacy-preserving Federated Learning. | Xiao Zhang, Haotian Chi, Yonggang Li, Shunrong Jiang, Xiaojiang Du, Danny Hughes |
| 2025 | HPCC | BVLSM: Write-Efficient LSM-Tree Storage via WAL-Time Key-Value Separation. | Ming Li, Wendi Cheng, Jiahe Wei, Xueqiang Shan, Weikai Liu, Xiaonan Zhao, Xiao Zhang |
| 2025 | ICASSP | Refiner: Fine-grained Cross-modal Concepts Refinement for Compositional Zero-Shot Learning. | Xiao Zhang, Haodong Jing, Hui Chen, Yongqiang Ma, Nanning Zheng |
| 2025 | ICASSP | Enhancing Autonomous Driving through Dual-Process Learning with Behavior and Reflection Integration. | Xiao Zhang, Kangsheng Wang, Tianyu Hu, Huimin Ma |
| 2025 | ICCV | Progressor: A Perceptually Guided Reward Estimator with Self-Supervised Online Refinement. | Tewodros W. Ayalew, Xiao Zhang, Kevin Yuanbo Wu, Tianchong Jiang, Michael Maire, Matthew R. Walter |
| 2025 | ICCV | IAP: Invisible Adversarial Patch Attack Through Perceptibility-Aware Localization and Perturbation Optimization. | Subrat Kishore Dutta, Xiao Zhang |
| 2025 | ICCV | Any-SSR: How Recursive Least Squares Works in Continual Learning of Large Language Models. | Kai Tong, Kang Pan, Xiao Zhang, Erli Meng, Run He, Yawen Cui, Nuoyan Guo, Huiping Zhuang |
| 2025 | ICCV | NullSwap: Proactive Identity Cloaking Against Deepfake Face Swapping. | Tianyi Wang, Shuaicheng Niu, Harry Cheng, Xiao Zhang, Yinglong Wang |
| 2025 | ICCV | UPRE: Zero-Shot Domain Adaptation for Object Detection via Unified Prompt and Representation Enhancement. | Xiao Zhang, Fei Wei, Yong Wang, Wenda Zhao, Feiyi Li, Xiangxiang Chu |
| 2025 | ICDE | Self-Supervised Trajectory Representation Learning with Multi-Scale Spatio-Temporal Feature Exploration. | Hong Xia, Xiao Zhang, Yuan Cao, Lei Cao, Yanwei Yu, Junyu Dong |
| 2025 | ICIG | Adversarial Iterative Pre-enactment Framework for Air Combat Based on Mental Simulation Theory. | Songde Han, Xiao Zhang, Tianyu Hu, Huimin Ma |
| 2025 | ICLR | ACTIVE: Offline Reinforcement Learning via Adaptive Imitation and In-sample V-Ensemble. | Tianyuan Chen, Ronglong Cai, Faguo Wu, Xiao Zhang |
| 2025 | ICLR | Score-based free-form architectures for high-dimensional Fokker-Planck equations. | Feng Liu, Faguo Wu, Xiao Zhang |
| 2025 | ICLR | ReDeEP: Detecting Hallucination in Retrieval-Augmented Generation via Mechanistic Interpretability. | Zhongxiang Sun, Xiaoxue Zang, Kai Zheng, Jun Xu, Xiao Zhang, Weijie Yu, Yang Song, Han Li |
| 2025 | ICLR | Perplexity Trap: PLM-Based Retrievers Overrate Low Perplexity Documents. | Haoyu Wang, Sunhao Dai, Haiyuan Zhao, Liang Pang, Xiao Zhang, Gang Wang, Zhenhua Dong, Jun Xu, Ji-Rong Wen |
| 2025 | ICLR | Offline RL with Smooth OOD Generalization in Convex Hull and its Neighborhood. | Qingmao Yao, Zhichao Lei, Tianyuan Chen, Ziyue Yuan, Xuefan Chen, Jianxiang Liu, Faguo Wu, Xiao Zhang |
| 2025 | ICLR | Reliable and Diverse Evaluation of LLM Medical Knowledge Mastery. | Yuxuan Zhou, Xien Liu, Chen Ning, Xiao Zhang, Ji Wu |
| 2025 | ICML | Evaluating LLMs Across Multi-Cognitive Levels: From Medical Knowledge Mastery to Scenario-Based Problem Solving. | Yuxuan Zhou, Xien Liu, Chenwei Yan, Chen Ning, Xiao Zhang, Boxun Li, Xiangling Fu, Shijin Wang, Guoping Hu, Yu Wang, Ji Wu |
| 2025 | ICML | How Distributed Collaboration Influences the Diffusion Model Training? A Theoretical Perspective. | Jing Qiao, Yu Liu, Yuan Yuan, Xiao Zhang, Zhipeng Cai, Dongxiao Yu |
| 2025 | ICML | PDUDT: Provable Decentralized Unlearning under Dynamic Topologies. | Jing Qiao, Yu Liu, Zengzhe Chen, Mingyi Li, Yuan Yuan, Xiao Zhang, Dongxiao Yu |
| 2025 | ICML | Provably Cost-Sensitive Adversarial Defense via Randomized Smoothing. | Yuan Xin, Dingfan Chen, Michael Backes, Xiao Zhang |
| 2025 | ICML | Dimension-Free Adaptive Subgradient Methods with Frequent Directions. | Sifan Yang, Yuanyu Wan, Peijia Li, Yibo Wang, Xiao Zhang, Zhewei Wei, Lijun Zhang |
| 2025 | ICML | Generalization Analysis for Controllable Learning. | Yifan Zhang, Xiao Zhang, Min-Ling Zhang |
| 2025 | IJCAI | Survey on Strategic Mining in Blockchain: A Reinforcement Learning Approach. | Jichen Li, Lijia Xie, Hanting Huang, Bo Zhou, Binfeng Song, Wanying Zeng, Xiaotie Deng, Xiao Zhang |
| 2025 | IJCAI | Fast Second-Order Online Kernel Learning Through Incremental Matrix Sketching and Decomposition. | Dongxie Wen, Xiao Zhang, Zhewei Wei, Chenping Hou, Shuai Li, Weinan Zhang |
| 2025 | IJCNN | PIONM: A Generalized Approach to Solving Density-Constrained Mean-Field Games Equilibrium under Modified Boundary Conditions. | Jinwei Liu, Wang Yao, Xiao Zhang |
| 2025 | IROS | RAVES-Calib: Robust, Accurate and Versatile Extrinsic Self Calibration Using Optimal Geometric Features. | Haoxin Zhang, Shuaixin Li, Xiaozhou Zhu, Xiao Zhang, Hongbo Chen, Wen Yao |
| 2025 | IECON | Tightly-coupled INS/CNS/PNS integrated navigation based on adaptive multi-model fusion. | Taihang Chen, Qian Zhao, Lidan Xu, Teng Zhang, Pengwei Hu, Xiao Zhang |
| 2025 | IWQoS | Decentralized Reward Allocation Mechanism with Sybil Resilience: The Case of Stake Pools. | Binfeng Song, Lijia Xie, Xiao Zhang |
| 2025 | KDD | FEZE: Alignment-Flexible Zero-Shot Vertical Federated Learning. | Wei Guo, Yiqi Tong, Yiyang Duan, Fuzhen Zhuang, Xiao Zhang, Zhaojun Hu, Jin Dong |
| 2025 | KDD | Revisiting Clustering of Neural Bandits: Selective Reinitialization for Mitigating Loss of Plasticity. | Zhiyuan Su, Sunhao Dai, Xiao Zhang |
| 2025 | MASS | Demo: A Passive Optical Tagging Approach for Secure and Revocable Entry Systems. | Hasky Fynn, Jaskirat Sudan, Fatima Qasem, Fatima Mohammed, Xiao Zhang |
| 2025 | MASS | PlaCoB: Collaborative Beamforming for Long Range Platoon-to-Platoon Communication. | Griffin Klevering, Kanishka P. Wijewardena, Xiao Zhang, Joshua Siegel, Li Xiao |
| 2025 | MASS | ViKey: Secure Door Access Control Using Passive Visible Light Tags. | Jaskirat Sudan, Fatima Qasem, Hasky Fynn, Fatima Mohammed, Ashwin Sarvadey, Tian Xie, Ang Li, Xiao Zhang |
| 2025 | MASS | VIOSem: Visual-Inertial Odometry via Semantic Communication-enhanced Modulation Design. | Kanishka P. Wijewardena, Griffin Klevering, Xiao Zhang, Li Xiao |
| 2025 | MICCAI | Graph-Based Neighbor-Aware Network for Gaze-Supervised Medical Image Segmentation. | Shaoxuan Wu, Jingkun Chen, Zhuo Jin, Peilin Zhang, Zhizezhang Gao, Jun Feng, Xiao Zhang, Dinggang Shen |
| 2025 | MICCAI | Medical Contrastive Learning of Positive and Negative Mentions. | WeiLong Wu, Jingzhi Yang, Xun Zhu, Xiao Zhang, ZiYu Liu, Miao Li, Ji Wu |
| 2025 | NAACL | DREAM: Disentangling Risks to Enhance Safety Alignment in Multimodal Large Language Models. | Jianyu Liu, Hangyu Guo, Ranjie Duan, Xingyuan Bu, Yancheng He, Shilong Li, Hui Huang, Jiaheng Liu, Yucheng Wang, Chenchen Jing, Xingwei Qu, Xiao Zhang, Pei Wang, Yanan Wu, Jihao Gu, Yangguang Li, Jianke Zhu |
| 2025 | NAACL | UCFE: A User-Centric Financial Expertise Benchmark for Large Language Models. | Yuzhe Yang, Yifei Zhang, Yan Hu, Yilin Guo, Ruoli Gan, Yueru He, Mingcong Lei, Xiao Zhang, Haining Wang, Qianqian Xie, Jimin Huang, Honghai Yu, Benyou Wang |
| 2025 | PAKDD | Time Interval Aware Graph Neural Networks for Session-Based Recommendation. | Zekun Xu, Xiaoxue Li, Zhanzuo Yin, Xinyue Liu, Junnan Zhuo, Shuai Xu, Xiao Zhang, Bohan Li |
| 2025 | PAM | Characterizing Anycast Flipping: Prevalence and Impact. | Xiao Zhang, Shihan Lin, Tingshan Huang, Bruce M. Maggs, Kyle Schomp, Xiaowei Yang |
| 2025 | RecSys | MoRE: A Mixture of Reflectors Framework for Large Language Model-Based Sequential Recommendation. | Weicong Qin, Yi Xu, Weijie Yu, Chenglei Shen, Xiao Zhang, Ming He, Jianping Fan, Jun Xu |
| 2025 | RecSys | Paragon: Parameter Generation for Controllable Multi-Task Recommendation. | Chenglei Shen, Jiahao Zhao, Xiao Zhang, Weijie Yu, Ming He, Jianping Fan |
| 2025 | RecSys | GenSAR: Unifying Balanced Search and Recommendation with Generative Retrieval. | Teng Shi, Jun Xu, Xiao Zhang, Xiaoxue Zang, Kai Zheng, Yang Song, Enyun Yu |
| 2025 | RecSys | Test-Time Alignment with State Space Model for Tracking User Interest Shifts in Sequential Recommendation. | Changshuo Zhang, Xiao Zhang, Teng Shi, Jun Xu, Ji-Rong Wen |
| 2025 | VTC | Parallel Lidar Ground Segmentation: From Mechanical to Solid-State Sensors. | Xiao Zhang, Zhanhong Huang, Antony Garca, Witek Jachimczyk, Xinming Huang |
| 2025 | VTC | Stream-Based LiDAR Point Cloud Ground Segmentation for Autonomous Vehicle. | Xiao Zhang, Zhanhong Huang, Antony Garca, Witek Jachimczyk, Xinming Huang |
| 2025 | VTC | An Efficient L-Shape Based Object Detection Using Density Distribution in LiDAR Point Cloud for Autonomous Driving. | Xiao Zhang, Zhanhong Huang, Xinming Huang |
| 2025 | SMC | Defending Deepfake via Texture Feature Perturbation. | Xiao Zhang, Changfang Chen, Tianyi Wang |
| 2025 | SMC | Efficient Strategy Learning by Decoupling Searching and Pathfinding for Object Navigation. | Yanwei Zheng, Shaopu Feng, Bowen Huang, Chuanlin Lan, Xiao Zhang, Dongxiao Yu |
| 2025 | WWW | LargePiG for Hallucination-Free Query Generation: Your Large Language Model is Secretly a Pointer Generator. | Zhongxiang Sun, Zihua Si, Xiaoxue Zang, Kai Zheng, Yang Song, Xiao Zhang, Jun Xu |
| 2025 | SIGIR | Bridging Short Videos and Streamers with Multi-Graph Contrastive Learning for Live Streaming Recommendation. | Changle Qu, Liqin Zhao, Yanan Niu, Xiao Zhang, Jun Xu |
| 2025 | SIGIR | Retrieval Augmented Generation with Collaborative Filtering for Personalized Text Generation. | Teng Shi, Jun Xu, Xiao Zhang, Xiaoxue Zang, Kai Zheng, Yang Song, Han Li |
| 2025 | SIGIR | ReARTeR: Retrieval-Augmented Reasoning with Trustworthy Process Rewarding. | Zhongxiang Sun, Qipeng Wang, Weijie Yu, Xiaoxue Zang, Kai Zheng, Jun Xu, Xiao Zhang, Yang Song, Han Li |
| 2025 | WACV | DiffPAD: Denoising Diffusion-Based Adversarial Patch Decontamination. | Jia Fu, Xiao Zhang, Sepideh Pashami, Fatemeh Rahimian, Anders Holst |
| 2025 | SIGMETRICS | Tiered Cloud Routing: Methodology, Latency, and Improvement. | Shihan Lin, Yi Zhou, Xiao Zhang, Todd Arnold, Ramesh Govindan, Xiaowei Yang |
| 2024 | AAAI | G-LIME: Statistical Learning for Local Interpretations of Deep Neural Networks Using Global Priors (Abstract Reprint). | Xuhong Li, Haoyi Xiong, Xingjian Li, Xiao Zhang, Ji Liu, Haiyan Jiang, Zeyu Chen, Dejing Dou |
| 2024 | AAAI | NaMa: Neighbor-Aware Multi-Modal Adaptive Learning for Prostate Tumor Segmentation on Anisotropic MR Images. | Runqi Meng, Xiao Zhang, Shijie Huang, Yuning Gu, Guiqin Liu, Guangyu Wu, Nizhuan Wang, Kaicong Sun, Dinggang Shen |
| 2024 | AAAI | Self-Paced Unified Representation Learning for Hierarchical Multi-Label Classification. | Zixuan Yuan, Hao Liu, Haoyi Zhou, Denghui Zhang, Xiao Zhang, Hao Wang, Hui Xiong |
| 2024 | ACL | Effective In-Context Example Selection through Data Compression. | Zhongxiang Sun, Kepu Zhang, Haoyu Wang, Xiao Zhang, Jun Xu |
| 2024 | CGI | Pedestrian Detection in Foggy Weather Through YOLOv8 Based on FEAttention. | Meng Sun, Jianlin Zhu, Bo Yang, Jin Huang, Xiao Zhang |
| 2024 | CGI | An Improved YOLOv8-Based Rice Pest and Disease Detection. | Yang Yang, Jianlin Zhu, Bo Yang, Xiao Zhang, Jin Huang |
| 2024 | CIKM | Large Language Models Enhanced Collaborative Filtering. | Zhongxiang Sun, Zihua Si, Xiaoxue Zang, Kai Zheng, Yang Song, Xiao Zhang, Jun Xu |
| 2024 | CIKM | SAQRec: Aligning Recommender Systems to User Satisfaction via Questionnaire Feedback. | Kepu Zhang, Teng Shi, Sunhao Dai, Xiao Zhang, Yinfeng Li, Jing Lu, Xiaoxue Zang, Yang Song, Jun Xu |
| 2024 | COLING | SciMRC: Multi-perspective Scientific Machine Reading Comprehension. | Xiao Zhang, Heqi Zheng, Yuxiang Nie, Heyan Huang, Xian-Ling Mao |
| 2024 | COLING | Enhancing Parameter-efficient Fine-tuning with Simple Calibration Based on Stable Rank. | Peiyu Liu, Ze-Feng Gao, Xiao Zhang, Wayne Xin Zhao, Ji-Rong Wen |
| 2024 | COLING | QCAW 1.0: Building a Qatari Corpus of Student Argumentative Writing. | Wajdi Zaghouani, Abdelhamid Ahmed, Xiao Zhang, Lameya Rezk |
| 2024 | CVPR | Deciphering 'What' and 'Where' Visual Pathways from Spectral Clustering of Layer-Distributed Neural Representations. | Xiao Zhang, David Yunis, Michael Maire |
| 2024 | HPCC | TraceGen: A Block-level Storage System Performance Evaluation Tool for Analyzing and Generating I/O Traces. | Cheng Li, Jiahe Wei, Huiru Xie, Jinjiang Wang, Xiaonan Zhao, Shujie Han, Xiao Zhang |
| 2024 | HPCC | Reinforcement Learning for Efficient Multi-phase Resource Allocation. | Zhenfu Zhang, Haiyan Yin, Liudong Zuo, Xiao Zhang, Jianlin Zhu, Yuxuan Fan, Pan Lai |
| 2024 | ICASSP | Smooth Start: A Unified Approach for Gradual Transition from Cold to Old in Recommender Systems. | Jianwen Yang, Xiao Zhang, Jun Xu |
| 2024 | ICDE | Modeling User Attention in Music Recommendation. | Sunhao Dai, Ninglu Shao, Jieming Zhu, Xiao Zhang, Zhenhua Dong, Jun Xu, Quanyu Dai, Ji-Rong Wen |
| 2024 | ICLR | Dissecting learning and forgetting in language model finetuning. | Xiao Zhang, Ji Wu |
| 2024 | ICML | Conditional Language Learning with Context. | Xiao Zhang, Miao Li, Ji Wu |
| 2024 | ICNP | Holocube: 3D Opitcal IoT Connections via Software Defined Pepper's Ghost. | Xiao Zhang, Li Xiao, Matt W. Mutka |
| 2024 | IGARSS | Go Decomposition-Based Model with Independent Component Analysis for Hyperspectral Anomaly Detection. | Xiao Zhang, Meiping Song |
| 2024 | IJCAI | Integrating View Conditions for Image Synthesis. | Jinbin Bai, Zhen Dong, Aosong Feng, Xiao Zhang, Tian Ye, Kaicheng Zhou |
| 2024 | ICRA | A Novel, Efficient and Accurate Method for Lidar Camera Calibration. | Zhanhong Huang, Xiao Zhang, Antony Garca, Xinming Huang |
| 2024 | ICRA | RadCloud: Real-Time High-Resolution Point Cloud Generation Using Low-Cost Radars for Aerial and Ground Vehicles. | David Hunt, Shaocheng Luo, Amir Khazraei, Xiao Zhang, Spencer Hallyburton, Tingjun Chen, Miroslav Pajic |
| 2024 | INFOCOM | BR-DeFedRL: Byzantine-Robust Decentralized Federated Reinforcement Learning with Fast Convergence and Communication Efficiency. | Jing Qiao, Zuyuan Zhang, Sheng Yue, Yuan Yuan, Zhipeng Cai, Xiao Zhang, Ju Ren, Dongxiao Yu |
| 2024 | ISPA | Dynamic Task Scheduling for Coordinated Truck-Drone Parcel Delivery: A Hybrid Genetic Tabu Algorithm Approach. | Ruitai Li, Quan Yuan, Tongxin Liao, Lijun Luo, Menglan Hu, Pan Lai, Xiao Zhang |
| 2024 | KDD | Neural Retrievers are Biased Towards LLM-Generated Content. | Sunhao Dai, Yuqi Zhou, Liang Pang, Weihao Liu, Xiaolin Hu, Yong Liu, Xiao Zhang, Gang Wang, Jun Xu |
| 2024 | KDD | Dlares or Dollars? Unraveling the Bilingual Prowess of Financial LLMs Between Spanish and English. | Xiao Zhang, Ruoyu Xiang, Chenhan Yuan, Duanyu Feng, Weiguang Han, Alejandro Lopez-Lira, Xiao-Yang Liu, Meikang Qiu, Sophia Ananiadou, Min Peng, Jimin Huang, Qianqian Xie |
| 2024 | MICCAI | Gaze-Directed Vision GNN for Mitigating Shortcut Learning in Medical Image. | Shaoxuan Wu, Xiao Zhang, Bin Wang, Zhuo Jin, Hansheng Li, Jun Feng |
| 2024 | MOBICOM | WavePurifier: Purifying Audio Adversarial Examples via Hierarchical Diffusion Models. | Hanqing Guo, Guangjing Wang, Bocheng Chen, Yuanda Wang, Xiao Zhang, Xun Chen, Qiben Yan, Li Xiao |
| 2024 | MOBICOM | RadCloud: Real-Time High-Resolution Point Cloud Generation Using Low-Cost mmWave Radars for Aerial and Ground Vehicles. | David Hunt, Shaocheng Luo, Amir Khazraei, Xiao Zhang, Spencer Hallyburton, Tingjun Chen, Miroslav Pajic |
| 2024 | MOBIHOC | Federating from History in Streaming Federated Learning. | Ruirui Zhang, Yifei Zou, Zhenzhen Xie, Xiao Zhang, Peng Li, Zhipeng Cai, Xiuzhen Cheng, Dongxiao Yu |
| 2024 | OSDI | Beaver: Practical Partial Snapshots for Distributed Cloud Services. | Liangcheng Yu, Xiao Zhang, Haoran Zhang, John Sonchack, Dan R. K. Ports, Vincent Liu |
| 2024 | RecSys | Do Not Wait: Learning Re-Ranking Model Without User Feedback At Serving Time in E-Commerce. | Yuan Wang, Zhiyu Li, Changshuo Zhang, Sirui Chen, Xiao Zhang, Jun Xu, Quan Lin |
| 2024 | SMC | Improving Knowledge Tracing Through Learning Processes and Concept Similarity Map. | Yingxu Lai, Xinyu Xu, Xiao Zhang, Xinrui Dong, Junxi Zhuang, Jing Liu |
| 2024 | WWW | FairSync: Ensuring Amortized Group Exposure in Distributed Recommendation Retrieval. | Chen Xu, Jun Xu, Yiming Ding, Xiao Zhang, Qi Qi |
| 2024 | SIGIR | ReCODE: Modeling Repeat Consumption with Neural ODE. | Sunhao Dai, Changle Qu, Sirui Chen, Xiao Zhang, Jun Xu |
| 2024 | SIGIR | UniSAR: Modeling User Transition Behaviors between Search and Recommendation. | Teng Shi, Zihua Si, Jun Xu, Xiao Zhang, Xiaoxue Zang, Kai Zheng, Dewei Leng, Yanan Niu, Yang Song |
| 2024 | SIGIR | To Search or to Recommend: Predicting Open-App Motivation with Neural Hawkes Process. | Zhongxiang Sun, Zihua Si, Xiao Zhang, Xiaoxue Zang, Yang Song, Hongteng Xu, Jun Xu |
| 2024 | SIGIR | Reinforcing Long-Term Performance in Recommender Systems with User-Oriented Exploration Policy. | Changshuo Zhang, Sirui Chen, Xiao Zhang, Sunhao Dai, Weijie Yu, Jun Xu |
| 2024 | SIGCOMM | POSTER: Holographic Optical Tag enabled Omnidirectional IoT Connection. | Xiao Zhang, Li Xiao, Matt W. Mutka |
| 2024 | UIST | Degrade to Function: Towards Eco-friendly Morphing Devices that Function Through Programmed Sequential Degradation. | Qiuyu Lu, Semina Yi, Mengtian Gan, Jihong Huang, Xiao Zhang, Yue Yang, Chenyi Shen, Lining Yao |
| 2024 | WSDM | Towards Alignment-Uniformity Aware Representation in Graph Contrastive Learning. | Rong Yan, Peng Bao, Xiao Zhang, Zhongyi Liu, Hui Liu |
| 2024 | WSDM | Maximizing Malicious Influence in Node Injection Attack. | Xiao Zhang, Peng Bao, Shirui Pan |
| 2024 | SCN | Impossible Differential Cryptanalysis of the Raindrop Block Cipher. | Jiqiang Lu, Xiao Zhang |
| 2024 | SIMULTECH | Semi-Supervised Fuzzy DBN-Based Broad Learning System for Forecasting ICU Admissions in Post-Transplant COVID-19 Patients. | Xiao Zhang, ngela Nebot |
| 2023 | ACL | Bridging The Gap: Entailment Fused-T5 for Open-retrieval Conversational Machine Reading Comprehension. | Xiao Zhang, Heyan Huang, Zewen Chi, Xian-Ling Mao |
| 2023 | CIKM | HyperBandit: Contextual Bandit with Hypernewtork for Time-Varying User Preferences in Streaming Recommendation. | Chenglei Shen, Xiao Zhang, Wei Wei, Jun Xu |
| 2023 | CIKM | KuaiSAR: A Unified Search And Recommendation Dataset. | Zhongxiang Sun, Zihua Si, Xiaoxue Zang, Dewei Leng, Yanan Niu, Yang Song, Xiao Zhang, Jun Xu |
| 2023 | EMNLP | Joint Semantic and Strategy Matching for Persuasive Dialogue. | Chuhao Jin, Yutao Zhu, Lingzhen Kong, Shijie Li, Xiao Zhang, Ruihua Song, Xu Chen, Huan Chen, Yuchong Sun, Yu Chen, Jun Xu |
| 2023 | GLOBECOM | Reflection-Optimized Covert Communication for Jammer-Aided Ambient Backscatter Systems. | Yuanai Xie, Tse-Tin Chan, Xiao Zhang, Pan Lai, Haoyuan Pan |
| 2023 | ICA3PP | ACDP-Floc: An Adaptive Clipping Differential Privacy Federation Learning Method for Wireless Indoor Localization. | Xuejun Zhang, Xiaowen Sun, Bin Zhang, Fenghe Zhang, Xiao Zhang, Haiyan Huang |
| 2023 | ICASSP | Training Large-Vocabulary Neural Language Models by Private Federated Learning for Resource-Constrained Devices. | Mingbin Xu, Congzheng Song, Ye Tian, Neha Agrawal, Filip Granqvist, Rogier C. van Dalen, Xiao Zhang, Arturo Argueta, Shiyi Han, Yaqiao Deng, Leo Liu, Anmol Walia, Alex Jin |
| 2023 | ICDM | ContRE: A Complementary Measure for Robustness Evaluation of Deep Networks via Contrastive Examples. | Xuhong Li, Xuanyu Wu, Linghe Kong, Xiao Zhang, Siyu Huang, Dejing Dou, Haoyi Xiong |
| 2023 | ICDM | Data Quality Aware Hierarchical Federated Reinforcement Learning Framework for Dynamic Treatment Regimes. | Mingyi Li, Xiao Zhang, Haochao Ying, Yang Li, Xu Han, Dongxiao Yu |
| 2023 | ICDM | FP-WDDQN: An improved deep reinforcement learning algorithm for adaptive traffic signal control. | Xiao Zhang, Xiaolong Xu |
| 2023 | ICIG | End-To-End Phase Retrieval from Single-Shot Fringe Image for 3D Face Reconstruction. | Xiao Zhang, Zhisheng You, Jiangping Zhu, Di You, Peng Cheng |
| 2023 | IJCAI | Robust Image Ordinal Regression with Controllable Image Generation. | Yi Cheng, Haochao Ying, Renjun Hu, Jinhong Wang, Wenhao Zheng, Xiao Zhang, Danny Z. Chen, Jian Wu |
| 2023 | ISADS | Mining of Potential Relationships based on the Knowledge Graph of Industrial Control Systems. | Xiao Zhang, Yingxu Lai |
| 2023 | IWQoS | Boosting Optical Camera Communication via 2D Rolling Blocks. | Xiao Zhang, Griffin Klevering, James Mariani, Li Xiao, Matt W. Mutka |
| 2023 | KDD | Controllable Multi-Objective Re-ranking with Policy Hypernetworks. | Sirui Chen, Yuan Wang, Zijing Wen, Zhiyu Li, Changshuo Zhang, Xiao Zhang, Quan Lin, Cheng Zhu, Jun Xu |
| 2023 | KDD | Theoretical Convergence Guaranteed Resource-Adaptive Federated Learning with Mixed Heterogeneity. | Yangyang Wang, Xiao Zhang, Mingyi Li, Tian Lan, Huashan Chen, Hui Xiong, Xiuzhen Cheng, Dongxiao Yu |
| 2023 | MICCAI | PET-Diffusion: Unsupervised PET Enhancement Based on the Latent Diffusion Model. | Caiwen Jiang, Yongsheng Pan, Mianxin Liu, Lei Ma, Xiao Zhang, Jiameng Liu, Xiaosong Xiong, Dinggang Shen |
| 2023 | MICCAI | SPR-Net: Structural Points Based Registration for Coronary Arteries Across Systolic and Diastolic Phases. | Xiao Zhang, Feihong Liu, Yuning Gu, Xiaosong Xiong, Caiwen Jiang, Jun Feng, Dinggang Shen |
| 2023 | MICCAI | HENet: Hierarchical Enhancement Network for Pulmonary Vessel Segmentation in Non-contrast CT Images. | Wenqi Zhou, Xiao Zhang, Dongdong Gu, Sheng Wang, Jiayu Huo, Rui Zhang, Zhihao Jiang, Feng Shi, Zhong Xue, Yiqiang Zhan, Xi Ouyang, Dinggang Shen |
| 2023 | MOBIHOC | Communication Resources Limited Decentralized Learning with Privacy Guarantee through Over-the-Air Computation. | Jing Qiao, Shikun Shen, Shuzhen Chen, Xiao Zhang, Tian Lan, Xiuzhen Cheng, Dongxiao Yu |
| 2023 | Mobisys | RoFin: 3D Hand Pose Reconstructing via 2D Rolling Fingertips. | Xiao Zhang, Griffin Klevering, Juexing Wang, Li Xiao, Tianxing Li |
| 2023 | NSDI | Flattened Clos: Designing High-performance Deadlock-free Expander Data Center Networks Using Graph Contraction. | Shizhen Zhao, Qizhou Zhang, Peirui Cao, Xiao Zhang, Xinbing Wang, Chenghu Zhou |
| 2023 | RecSys | Uncovering ChatGPT's Capabilities in Recommender Systems. | Sunhao Dai, Ninglu Shao, Haiyuan Zhao, Weijie Yu, Zihua Si, Chen Xu, Zhongxiang Sun, Xiao Zhang, Jun Xu |
| 2023 | VTC | A Flow Table Overflow Mitigation Strategy Based on Network Flow Path Optimization. | Hongbo Sun, Lixing Yan, Hao She, Xiao Zhang, Yongan Guo |
| 2023 | WCNC | Interference-Aware Based Resource Configuration Optimization for URLLC Grant-Free Transmission. | Xiao Zhang, Tao Peng, Yichen Guo, Wenbo Wang |
| 2023 | WWW | P-MMF: Provider Max-min Fairness Re-ranking in Recommender System. | Chen Xu, Sirui Chen, Jun Xu, Weiran Shen, Xiao Zhang, Gang Wang, Zhenhua Dong |
| 2023 | SIGIR | Improving Programming Q&A with Neural Generative Augmentation. | Suthee Chaidaroon, Xiao Zhang, Shruti Subramaniyam, Jeffrey Svajlenko, Tanya Shourya, Iman Keivanloo, Ria Joy |
| 2023 | SIGIR | When Search Meets Recommendation: Learning Disentangled Search Representation for Recommendation. | Zihua Si, Zhongxiang Sun, Xiao Zhang, Jun Xu, Xiaoxue Zang, Yang Song, Kun Gai, Ji-Rong Wen |
| 2023 | SIGIR | Law Article-Enhanced Legal Case Matching: A Causal Learning Approach. | Zhongxiang Sun, Jun Xu, Xiao Zhang, Zhenhua Dong, Ji-Rong Wen |
| 2023 | SIGIR | Fine-Grained Preference-Aware Personalized Federated POI Recommendation with Data Sparsity. | Xiao Zhang, Ziming Ye, Jianfeng Lu, Fuzhen Zhuang, Yanwei Zheng, Dongxiao Yu |
| 2023 | SIGCOMM | Regional IP Anycast: Deployments, Performance, and Potentials. | Minyuan Zhou, Xiao Zhang, Shuai Hao, Xiaowei Yang, Jiaqi Zheng, Guihai Chen, Wanchun Dou |
| 2023 | WSDM | Separating Examination and Trust Bias from Click Predictions for Unbiased Relevance Ranking. | Haiyuan Zhao, Jun Xu, Xiao Zhang, Guohao Cai, Zhenhua Dong, Ji-Rong Wen |
| 2023 | WoWMoM | Demo: Integrated On-site Localization and Optical Camera Communication for Drones. | Xiao Zhang, Griffin Klevering, Kanishka P. Wijewardena, Li Xiao |
| 2023 | WoWMoM | PoseFly: On-site Pose Parsing of Swarming Drones via 4-in-1 Optical Camera Communication. | Xiao Zhang, Griffin Klevering, Li Xiao |
| 2023 | WiOpt | Joint UAV Trajectory and Transceiver Optimization for Over-the-Air Computation Systems. | Xiang Zeng, Xiao Zhang, Feng Wang |
| 2022 | AAAI | ASM2TV: An Adaptive Semi-supervised Multi-Task Multi-View Learning Framework for Human Activity Recognition. | Zekai Chen, Xiao Zhang, Xiuzhen Cheng |
| 2022 | ACL | Cross-Lingual Phrase Retrieval. | Heqi Zheng, Xiao Zhang, Zewen Chi, Heyan Huang, Yan Tan, Tian Lan, Wei Wei, Xian-Ling Mao |
| 2022 | CIBCB | Non-Invasive Blood Pressure Measurement Using A Mobile Phone Camera. | Yuxuan Zhang, Xiao Zhang, Jinlian Du |
| 2022 | COLING | MICO: Selective Search with Mutual Information Co-training. | Zhanyu Wang, Xiao Zhang, Hyokun Yun, Choon Hui Teo, Trishul Chilimbi |
| 2022 | COLING | ET5: A Novel End-to-end Framework for Conversational Machine Reading Comprehension. | Xiao Zhang, Heyan Huang, Zewen Chi, Xian-Ling Mao |
| 2022 | CSCWD | A Collaborative Filtering Algorithm based on Entropy and Trust Optimized Neighbor Selection. | Wenan Tan, Xiaojuan Cai, Xiao Zhang, Xin Zhou |
| 2022 | CSCWD | Minimizing Terminal Energy Consumption of Task Offloading via Resource Allocation in Mobile Edge Computing. | Wenan Tan, Kai Ding, Xiao Zhang, Zhejun Liang, Jin Liu |
| 2022 | ECCV | PseudoAugment: Learning to Use Unlabeled Data for Data Augmentation in Point Clouds. | Zhaoqi Leng, Shuyang Cheng, Benjamin Caine, Weiyue Wang, Xiao Zhang, Jonathon Shlens, Mingxing Tan, Dragomir Anguelov |
| 2022 | GECCO | Cooperative attack-defense evolution of large-scale agents: a multi-population high-dimensional mean-field game approach. | Guofang Wang, Xiao Zhang, Wang Yao, Lu Ren |
| 2022 | HCI | Smart-Color: Color-Interactive Device Design Based on Programmable Physical Color-Changing Materials and Motion Capture Technique. | Chao Yuan, Lyou Yeung, Xiao Zhang, Song Qiu |
| 2022 | HPCC | A Clustering Resampling Stacked Ensemble Method for Imbalance Classification Problem. | Jian Li, Jinlian Du, Xiao Zhang |
| 2022 | HPCC | ConeSSD: A Novel Policy to Optimize the Performance of HDFS Heterogeneous Storage. | Xiao Zhang, Liang Wang, Zhijie Huang, Huiru Xie, Yuchen Zhang, Michael Ngulube |
| 2022 | HPCC | A cache sharing mechanism based on RD MA. | Xiao Zhang, Jinbo Yv, Yun Liu, Song Xiao, Nannan Zhao, Xiaonan Zhao |
| 2022 | ICLR | Understanding Intrinsic Robustness Using Label Uncertainty. | Xiao Zhang, David E. Evans |
| 2022 | ICONIP | Variance Reduction for Deep Q-Learning Using Stochastic Recursive Gradient. | Haonan Jia, Xiao Zhang, Jun Xu, Wei Zeng, Hao Jiang, Xiaohui Yan |
| 2022 | IGARSS | Hyperspectral Classification with Gradient Based Active Learning. | Songzheng Xu, Wei Wei, Lei Zhang, Xiao Zhang |
| 2022 | ICRA | A Divide-and-Merge Point Cloud Clustering Algorithm for LiDAR Panoptic Segmentation. | Yiming Zhao, Xiao Zhang, Xinming Huang |
| 2022 | KDD | Counteracting User Attention Bias in Music Streaming Recommendation via Reward Modification. | Xiao Zhang, Sunhao Dai, Jun Xu, Zhenhua Dong, Quanyu Dai, Ji-Rong Wen |
| 2022 | MICCAI | Progressive Deep Segmentation of Coronary Artery via Hierarchical Topology Learning. | Xiao Zhang, Jingyang Zhang, Lei Ma, Peng Xue, Yan Hu, Dijia Wu, Yiqiang Zhan, Jun Feng, Dinggang Shen |
| 2022 | MOBICOM | U-star: an underwater navigation system based on passive 3D optical identification tags. | Xiao Zhang, Hanqing Guo, James Mariani, Li Xiao |
| 2022 | WWW | A Model-Agnostic Causal Learning Framework for Recommendation using Search Data. | Zihua Si, Xueran Han, Xiao Zhang, Jun Xu, Yue Yin, Yang Song, Ji-Rong Wen |
| 2022 | SC | Optimizing Random Access to Hierarchically-Compressed Data on GPU. | Feng Zhang, Yihua Hu, Haipeng Ding, Zhiming Yao, Zhewei Wei, Xiao Zhang, Xiaoyong Du |
| 2022 | SENSYS | Exploring Rolling Shutter Effect for Motion Tracking with Objective Identification. | Xiao Zhang, Griffin Klevering, Li Xiao |
| 2022 | UIC | A Deep Learning-Based Multi-model Ensemble Method for Hydrological Forecasting. | Yufeng Yu, Yubin Chen, Rui Wei, Xiao Zhang, Ke Li, Dingsheng Wan |
| 2022 | SECON | LiFOD: Lighting Extra Data via Fine-grained OWC Dimming. | Xiao Zhang, James Mariani, Li Xiao, Matt W. Mutka |
| 2021 | AAAI | Regret Bounds for Online Kernel Selection in Continuous Kernel Space. | Xiao Zhang, Shizhong Liao, Jun Xu, Ji-Rong Wen |
| 2021 | AAAI | Modeling Heterogeneous Relations across Multiple Modes for Potential Crowd Flow Prediction. | Qiang Zhou, Jingjing Gu, Xinjiang Lu, Fuzhen Zhuang, Yanchao Zhao, Qiuhong Wang, Xiao Zhang |
| 2021 | CIKM | DCAP: Deep Cross Attentional Product Network for User Response Prediction. | Zekai Chen, Fangtian Zhong, Zhumin Chen, Xiao Zhang, Robert Pless, Xiuzhen Cheng |
| 2021 | CVPR | To the Point: Efficient 3D Object Detection in the Range Image With Graph Convolution Kernels. | Yuning Chai, Pei Sun, Jiquan Ngiam, Weiyue Wang, Benjamin Caine, Vijay Vasudevan, Xiao Zhang, Dragomir Anguelov |
| 2021 | CVPR | RSN: Range Sparse Net for Efficient, Accurate LiDAR 3D Object Detection. | Pei Sun, Weiyue Wang, Yuning Chai, Gamaleldin Elsayed, Alex Bewley, Xiao Zhang, Cristian Sminchisescu, Dragomir Anguelov |
| 2021 | CVPR | Refining Pseudo Labels With Clustering Consensus Over Generations for Unsupervised Object Re-Identification. | Xiao Zhang, Yixiao Ge, Yu Qiao, Hongsheng Li |
| 2021 | GECCO | Cooperative coevolutionary multiobjective genetic programming for microarray data classification. | Yang Qing, Chi Ma, Yu Zhou, Xiao Zhang, Haowen Xia |
| 2021 | ICDE | TS-Benchmark: A Benchmark for Time Series Databases. | Yuanzhe Hao, Xiongpai Qin, Yueguo Chen, Yaru Li, Xiaoguang Sun, Yu Tao, Xiao Zhang, Xiaoyong Du |
| 2021 | ICLR | Improved Estimation of Concentration Under ℓp-Norm Distance Metrics Using Half Spaces. | Jack Prescott, Xiao Zhang, David E. Evans |
| 2021 | ICMI | Noise Robust Singing Voice Synthesis Using Gaussian Mixture Variational Autoencoder. | Heyang Xue, Xiao Zhang, Jie Wu, Jian Luan, Yujun Wang, Lei Xie |
| 2021 | IGARSS | Neural Stochastic Differential Equation for Hyperspectral Image Classification. | Xiao Zhang, Wei Wei, Lei Zhang, Chen Ding |
| 2021 | IJCAI | Rethink the Connections among Generalization, Memorization, and the Spectral Bias of DNNs. | Xiao Zhang, Haoyi Xiong, Dongrui Wu |
| 2021 | IROS | Adaptive Tracking Controller for an Alginate Artificial Cell. | Gokhan Kararsiz, Louis William Rogowski, Xiao Zhang, Anuruddha Bhattacharjee, Min Jun Kim |
| 2021 | IWQoS | Design of Robust and Efficient Edge Server Placement and Server Scheduling Policies. | Shizhen Zhao, Xiao Zhang, Peirui Cao, Xinbing Wang |
| 2021 | KES | Optimal product co-creation strategies in a service-oriented smart manufacturing supply chain. | Xiao Zhang, Xiaoxiao Chang, Huaqing Qiu, Lindu Zhao |
| 2021 | MICCAI | CorLab-Net: Anatomical Dependency-Aware Point-Cloud Learning for Automatic Labeling of Coronary Arteries. | Xiao Zhang, Zhiming Cui, Jun Feng, Yanli Song, Dijia Wu, Dinggang Shen |
| 2021 | NAACL | Multi-Grained Knowledge Distillation for Named Entity Recognition. | Xuan Zhou, Xiao Zhang, Chenyang Tao, Junya Chen, Bing Xu, Wei Wang, Jing Xiao |
| 2021 | SIGIR | Counterfactual Reward Modification for Streaming Recommendation with Delayed Feedback. | Xiao Zhang, Haonan Jia, Hanjing Su, Wenhan Wang, Jun Xu, Ji-Rong Wen |
| 2021 | SIGCOMM | AnyOpt: predicting and optimizing IP Anycast performance. | Xiao Zhang, Tanmoy Sen, Zheyuan Zhang, Tim April, Balakrishnan Chandrasekaran, David R. Choffnes, Bruce M. Maggs, Haiying Shen, Ramesh K. Sitaraman, Xiaowei Yang |
| 2021 | SecureComm | Fine-Grained Intra-domain Bandwidth Allocation Against DDoS Attack. | Lijia Xie, Shuang Zhao, Xiao Zhang, Yiming Shi, Xin Xiao, Zhiming Zheng |
| 2020 | AAAI | Tensor Graph Convolutional Networks for Text Classification. | Xien Liu, Xinxin You, Xiao Zhang, Ji Wu, Ping Lv |
| 2020 | AAAI | Learning Conceptual-Contextual Embeddings for Medical Text. | Xiao Zhang, Dejing Dou, Ji Wu |
| 2020 | AISTATS | Understanding the Intrinsic Robustness of Image Distributions using Conditional Generative Models. | Xiao Zhang, Jinghui Chen, Quanquan Gu, David Evans |
| 2020 | CEC | A Hybrid Genetic Algorithm for Sustainable Wireless Coverage of Drone Networks. | Shanshan Lu, Xiao Zhang, Yu Zhou, Shilong Sun |
| 2020 | CHI | transTexture Lamp: Understanding Lived Experiences with Deformation Through a Materiality Lens. | Ce Zhong, Ron Wakkary, Xiao Zhang, Amy Yo Sue Chen |
| 2020 | COLING | Cross-Lingual Document Retrieval with Smooth Learning. | Jiapeng Liu, Xiao Zhang, Dan Goldwasser, Xiao Wang |
| 2020 | COLING | Semi-supervised Autoencoding Projective Dependency Parsing. | Xiao Zhang, Dan Goldwasser |
| 2020 | CoNEXT | Lighting Extra Data via OWC Dimming. | Xiao Zhang, Li Xiao |
| 2020 | ECCV | RBF-Softmax: Learning Deep Representative Prototypes with Radial Basis Function Softmax. | Xiao Zhang, Rui Zhao, Yu Qiao, Hongsheng Li |
| 2020 | GLOBECOM | Cooperative path planning of a UAV swarm to meet temporal-spatial user demands. | Kai Wang, Xiao Zhang, Lingjie Duan |
| 2020 | HPCC | DCache: A Distributed Cache Mechanism for HDFS based on RDMA. | Xiao Zhang, Binbin Liu, Zian Gou, Jia Shi, Xiaonan Zhao |
| 2020 | ICDM | Multi-Task Time Series Forecasting With Shared Attention. | Zekai Chen, Jiaze E, Xiao Zhang, Hao Sheng, Xiuzheng Cheng |
| 2020 | ICLR | Empirical Studies on the Properties of Linear Regions in Deep Neural Networks. | Xiao Zhang, Dongrui Wu |
| 2020 | ICML | Learning Adversarially Robust Representations via Worst-Case Mutual Information Maximization. | Sicheng Zhu, Xiao Zhang, David Evans |
| 2020 | ICNP | RainbowRow: Fast Optical Camera Communication. | Xiao Zhang, Li Xiao |
| 2020 | IGARSS | Superpixel-Level Constraint Representation for Hyperspectral Imagery Classification. | Haoyang Yu, Xiao Zhang, Meiping Song, Jiaochan Hu, Lianru Gao |
| 2020 | IJCAI | Hypothesis Sketching for Online Kernel Selection in Continuous Kernel Space. | Xiao Zhang, Shizhong Liao |
| 2020 | ICPR | Learn to Segment Retinal Lesions and Beyond. | Qijie Wei, Xirong Li, Weihong Yu, Xiao Zhang, Yongpeng Zhang, Bojie Hu, Bin Mo, Di Gong, Ning Chen, Dayong Ding, Youxin Chen |
| 2020 | ICRA | Untethered Soft Millirobot with Magnetic Actuation. | Anuruddha Bhattacharjee, Louis William Rogowski, Xiao Zhang, Min Jun Kim |
| 2020 | IROS | Magnetically Programmable Cuboids for 2D Locomotion and Collaborative Assembly. | Louis William Rogowski, Anuruddha Bhattacharjee, Xiao Zhang, Gokhan Kararsiz, Henry C. Fu, Min Jun Kim |
| 2020 | IECON | Spatial Domain Subdivision Optimization Based Model Predictive Control for Five-level Grid Connected Inverters. | Zhixun Ma, Zhiliang Li, Hui Zhang, Xiao Zhang, Zhiming Liao, Guobin Lin |
| 2020 | MASS | Effective Subcarrier Pairing for Hybrid Delivery in Relay Networks. | Xiao Zhang, Li Xiao |
| 2020 | NPC | Optimization of RDMA-Based HDFS Data Distribution Mechanism. | Xiao Zhang, Binbin Liu, Junhao Zhao, Cong Dong |
| 2020 | OSDI | Thunderbolt: Throughput-Optimized, Quality-of-Service-Aware Power Capping at Scale. | Shaohong Li, Xi Wang, Xiao Zhang, Vasileios Kontorinis, Sreekumar Kodakara, David Lo, Parthasarathy Ranganathan |
| 2020 | VTC | An Efficient Signal Extraction Scheme in Uplink Massive MIMO Systems. | Guo Li, Xiao Zhang |
| 2019 | ACL | Sentiment Tagging with Partial Labels using Modular Architectures. | Xiao Zhang, Dan Goldwasser |
| 2019 | ACL | Delta Embedding Learning. | Xiao Zhang, Ji Wu, Dejing Dou |
| 2019 | AISTATS | Learning One-hidden-layer ReLU Networks via Gradient Descent. | Xiao Zhang, Yaodong Yu, Lingxiao Wang, Quanquan Gu |
| 2019 | CIKM | Online Kernel Selection via Tensor Sketching. | Shizhong Liao, Xiao Zhang |
| 2019 | CIKM | New Online Kernel Ridge Regression via Incremental Predictive Sampling. | Shan Xu, Xiao Zhang, Shizhong Liao |
| 2019 | CVPR | Normalized Diversification. | Shaohui Liu, Xiao Zhang, Jianqiao Wangni, Jianbo Shi |
| 2019 | CVPR | P2SGrad: Refined Gradients for Optimizing Deep Face Models. | Xiao Zhang, Rui Zhao, Junjie Yan, Mengya Gao, Yu Qiao, Xiaogang Wang, Hongsheng Li |
| 2019 | CVPR | Joint Learning of Neural Networks via Iterative Reweighted Least Squares. | Zaiwei Zhang, Xiangru Huang, Qixing Huang, Xiao Zhang, Yuan Li |
| 2019 | CVPR | AdaCos: Adaptively Scaling Cosine Logits for Effectively Learning Deep Face Representations. | Xiao Zhang, Rui Zhao, Yu Qiao, Xiaogang Wang, Hongsheng Li |
| 2019 | GLOBECOM | Optimal Patrolling Trajectory Design for Multi-UAV Wireless Servicing and Battery Swapping. | Xiao Zhang, Lingjie Duan |
| 2019 | ICCV | SegSort: Segmentation by Discriminative Sorting of Segments. | Jyh-Jing Hwang, Stella X. Yu, Jianbo Shi, Maxwell D. Collins, Tien-Ju Yang, Xiao Zhang, Liang-Chieh Chen |
| 2019 | ICLR | Cost-Sensitive Robustness against Adversarial Examples. | Xiao Zhang, David Evans |
| 2019 | ICML | Incremental Randomized Sketching for Online Kernel Learning. | Xiao Zhang, Shizhong Liao |
| 2019 | ICMLC | A Deep Feature Fusion Method for Android Malware Detection. | Yuxin Ding, Jieke Hu, Wenting Xu, Xiao Zhang |
| 2019 | IJCAI | AttnSense: Multi-level Attention Mechanism For Multimodal Human Activity Recognition. | Haojie Ma, Wenzhong Li, Xiao Zhang, Songcheng Gao, Sanglu Lu |
| 2019 | ICRA | Feedback Control and 3D Motion of Heterogeneous Janus Particles. | Louis William Rogowski, Xiao Zhang, Li Huang, Anuruddha Bhattacharjee, Jung Soo Lee, Aaron T. Becker, Min Jun Kim |
| 2019 | IROS | 3D Micromanipulation of Particle Swarm Using a Hexapole Magnetic Tweezer. | Xiao Zhang, Louis William Rogowski, Min Jun Kim |
| 2018 | AAAI | Medical Exam Question Answering with Large-scale Reading Comprehension. | Xiao Zhang, Ji Wu, Zhiyang He, Xien Liu, Ying Su |
| 2018 | AAIM | Order Preserving Barrier Coverage with Weighted Sensors on a Line. | Robert Benkoczi, Daya Ram Gaur, Xiao Zhang |
| 2018 | AISTATS | A Unified Framework for Nonconvex Low-Rank plus Sparse Matrix Recovery. | Xiao Zhang, Lingxiao Wang, Quanquan Gu |
| 2018 | ECCV | NetAdapt: Platform-Aware Neural Network Adaptation for Mobile Applications. | Tien-Ju Yang, Andrew G. Howard, Bo Chen, Xiao Zhang, Alec Go, Mark Sandler, Vivienne Sze, Hartwig Adam |
| 2018 | ICDM | An Integrated Model for Crime Prediction Using Temporal and Spatial Factors. | Fei Yi, Zhiwen Yu, Fuzhen Zhuang, Xiao Zhang, Hui Xiong |
| 2018 | ICML | Fast and Sample Efficient Inductive Matrix Completion via Multi-Phase Procrustes Flow. | Xiao Zhang, Simon S. Du, Quanquan Gu |
| 2018 | ICML | A Primal-Dual Analysis of Global Optimality in Nonconvex Low-Rank Matrix Recovery. | Xiao Zhang, Lingxiao Wang, Yaodong Yu, Quanquan Gu |
| 2018 | ICNC | Efficient k-dominant Skyline Query Based on Dominate Hierarchical Tree in MapReduce. | Linlin Ding, Shu Wang, Xiao Zhang, Baoyan Song |
| 2018 | ICPADS | An Experimental Study on WeChat-Based Large Scale Indoor Localization System. | Min Gao, Xiao Zhang, Tao Zhang, Ci Chen, Zhouhong Wang, Zhihao Lu, Weijie Ding, Jiang Ouyang |
| 2018 | IJCAI | Online Kernel Selection via Incremental Sketched Kernel Alignment. | Xiao Zhang, Shizhong Liao |
| 2018 | IJCAI | Label-Sensitive Task Grouping by Bayesian Nonparametric Approach for Multi-Task Multi-Label Learning. | Xiao Zhang, Wenzhong Li, Vu Nguyen, Fuzhen Zhuang, Hui Xiong, Sanglu Lu |
| 2018 | ICPR | A Linear Incremental Nystrm Method for Online Kernel Learning. | Shan Xu, Xiao Zhang, Shizhong Liao |
| 2018 | INFOCOM | An SDN framework for UAV backbone network towards knowledge centric networking. | Xiao Zhang, Haijun Wang, Haitao Zhao |
| 2018 | IPCCC | OC-Cache: An Open-channel SSD Based Cache for Multi-Tenant Systems. | Haitao Wang, Zhanhuai Li, Xiao Zhang, Xiaonan Zhao, Xingsheng Zhao, Weijun Li, Song Jiang |
| 2018 | ICRA | Development and Implementation of High Power Hexapole Magnetic Tweezer System for Micromanipulations. | Xiao Zhang, Hoyeon Kim, Louis W. Rogowski, Samuel Sheckman, Min Jun Kim |
| 2018 | IWQoS | OFM: Optimized Flow Migration for NFV Elasticity Control. | Chen Sun, Jun Bi, Zili Meng, Xiao Zhang, Hongxin Hu |
| 2018 | MMM | k-Labelsets for Multimedia Classification with Global and Local Label Correlation. | Yan Yan, ShiNing Li, Xiao Zhang, Anyi Wang, Zhigang Li, Jingyu Zhang |
| 2018 | NPC | FSObserver: A Performance Measurement and Monitoring Tool for Distributed Storage Systems. | Xiao Zhang, Lanxin Kong, Shunyi Zhu, Zhanhuai Li, Xiaonan Zhao |
| 2018 | NPC | Leveraging Subgraph Extraction for Performance Portable Programming Frameworks on DL Accelerators. | Xiao Zhang, Huiying Lan, Tian Zhi |
| 2018 | WWW | Betrayed by Your Dashboard: Discovering Malicious Campaigns via Web Analytics. | Oleksii Starov, Yuchen Zhou, Xiao Zhang, Najmeh Miramirkhani, Nick Nikiforakis |
| 2017 | ACISP | Tightly-Secure Signatures from the Decisional Composite Residuosity Assumption. | Xiao Zhang, Shengli Liu, Dawu Gu |
| 2017 | AISTATS | A Unified Computational and Statistical Framework for Nonconvex Low-rank Matrix Estimation. | Lingxiao Wang, Xiao Zhang, Quanquan Gu |
| 2017 | APWEB | Reordering Transaction Execution to Boost High Frequency Trading Applications. | Ningnan Zhou, Xuan Zhou, Xiao Zhang, Xiaoyong Du, Shan Wang |
| 2017 | DASFAA | Emotion Detection in Online Social Network Based on Multi-label Learning. | Xiao Zhang, Wenzhong Li, Sanglu Lu |
| 2017 | EMNLP | Semi-supervised Structured Prediction with Neural CRF Autoencoder. | Xiao Zhang, Yong Jiang, Hao Peng, Kewei Tu, Dan Goldwasser |
| 2017 | GLOBECOM | Directional Monitoring of Multiple Moving Targets by Multiple Unmanned Aerial Vehicles. | Yan Pan, ShiNing Li, Xiao Zhang, Jianhang Liu, Zhichuan Huang, Ting Zhu |
| 2017 | GLOBECOM | Optimization of Emergency UAV Deployment for Providing Wireless Coverage. | Xiao Zhang, Lingjie Duan |
| 2017 | ICCV | Automatic Spatially-Aware Fashion Concept Discovery. | Xintong Han, Zuxuan Wu, Phoenix X. Huang, Xiao Zhang, Menglong Zhu, Yuan Li, Yang Zhao, Larry S. Davis |
| 2017 | ICCV | Range Loss for Deep Face Recognition with Long-Tailed Training Data. | Xiao Zhang, Zhiyuan Fang, Yandong Wen, Zhifeng Li, Yu Qiao |
| 2017 | ICIP | Viewpoint calibration method based on point features for point cloud fusion. | Liang Zhang, Xiao Zhang, Juan Song, Peiyi Shen, Guangming Zhu, Shaokai Dong |