| 2026 | ACL | SubTokenTest: A Practical Benchmark for Real-World Sub-token Understanding. | Shuyang Hou, Yi Hu, Muhan Zhang |
| 2026 | ACL | Towards a Mechanistic Understanding of Large Reasoning Models: A Survey of Training, Inference, and Failures. | Yi Hu, Jiaqi Gu, Ruxin Wang, Zijun Yao, Hao Peng, Xiaobao Wu, Jianhui Chen, Muhan Zhang, Liangming Pan |
| 2026 | CHI | Take the Dog to the Park: Quadruped Robot for Joint Attention Training with Autistic Children in Naturalistic Settings. | Yuyang Fang, Yi Hu, Jiayu Teng, Yu Cai, Jiayang Liu, Feifan Xia, Yilin Tang, Liuqing Chen |
| 2025 | CSCWD | A Cloud-Edge Collaborative Multi-Agent Task Offloading Scheme Based on KAN-LSTM Networks. | Zhimin Guo, Longyi Liu, Zhifang Zhou, Yang Ning, Yi Hu |
| 2025 | CSCWD | Semi-Supervised Positive Unlabeled Fault Diagnosis Based on Multimodal iMambaformer Network. | Longyi Liu, Zhimin Guo, Yi Hu |
| 2025 | ICASSP | A Ranking Scheme for Trust Region Multi-agent Reinforcement Learning. | Ruichen Gao, Yi Hu, Deqin Zheng, Mengxuan Shao, Haiqi Zhu, Chenyue Song, Wei Zhang, Feng Jiang |
| 2025 | ICLR | Number Cookbook: Number Understanding of Language Models and How to Improve It. | Haotong Yang, Yi Hu, Shijia Kang, Zhouchen Lin, Muhan Zhang |
| 2025 | INFOCOM | Collaborative Orchestration with Probabilistic Routing for Dynamic Service Mesh in Clouds. | Yi Hu, Haonan Ding, Haoxuan Chen, Jianwen He, Menglan Hu, Chao Cai, Kai Peng |
| 2025 | ISCAS | A Dynamic Biasing Circuit for Low-Power Push-Pull Input Buffer. | Rui Zhang, Yidong Yuan, Peng Wang, Lingxiao Shen, Fule Li, Zhihua Wang, Yi Hu, Zhenguo Li |
| 2025 | VTC | Distributed Satellite Handover Strategy Using Fuzzy Logic for LEO Mega-Constellation Networks. | Lizeng Gong, Quan Chen, Lei Yang, Jiaqi Li, Yi Hu, Xianfeng Liu |
| 2024 | AAAI | T-SciQ: Teaching Multimodal Chain-of-Thought Reasoning via Large Language Model Signals for Science Question Answering. | Lei Wang, Yi Hu, Jiabang He, Xing Xu, Ning Liu, Hui Liu, Heng Tao Shen |
| 2024 | CSCWD | UAV Swarm Path Planning Algorithm Based on Starling Flocking. | Ming Zhang, Yi Hu, Xiangchun Liu, Yanghao Zhang, Quan Yi, Wei Song |
| 2024 | DDECS | A Low-Noise High-Voltage Rail-to-Rail Operational Amplifier with Gain Stabilization and Slew-Rate Enhancement. | Jie Pan, Fanyang Li, Yidong Yuan, Tianting Zhao, Hongwei Shen, Liguo Wen, Yi Hu, Jiazhen Jin, Shuwen Wu |
| 2024 | ICML | Case-Based or Rule-Based: How Do Transformers Do the Math? | Yi Hu, Xiaojuan Tang, Haotong Yang, Muhan Zhang |
| 2024 | IJCAI | InstructEdit: Instruction-Based Knowledge Editing for Large Language Models. | Ningyu Zhang, Bozhong Tian, Siyuan Cheng, Xiaozhuan Liang, Yi Hu, Kouying Xue, Yanjie Gou, Xi Chen, Huajun Chen |
| 2024 | IROS | Deep Ad-hoc Sub-Team Partition Learning for Multi-Agent Air Combat Cooperation. | Songyuan Fan, Haiyin Piao, Yi Hu, Feng Jiang, Roushu Yang |
| 2024 | ISCAS | A Floating-Ring Hybrid Amplifier Insensitive to PVT and Common-mode Variation without CMFB for High-Speed ADCs. | Yaning Wang, Zhenguo Li, Peng Wang, Yihang Cheng, Fule Li, Yi Hu, Jiali Hou, Meng Su, Mengjiao Li |
| 2024 | ISPA | Online Dynamic Scaling of Microservices with Fair Probabilistic Routing. | Yang Chen, Shisheng Lin, Yi Hu, Liangyuan Wang, Menglan Hu, Pan Lai, Yuanai Xie |
| 2024 | IWCMC | A Deployment Method to Improve the Generalizability of Recurrent Neural Network. | Yi Hu, Shuai Han, Shiji Wang, Cheng Li |
| 2024 | KDD | Controllable Multi-Behavior Recommendation for In-Game Skins with Large Sequential Model. | Yanjie Gou, Yuanzhou Yao, Zhao Zhang, Yiqing Wu, Yi Hu, Fuzhen Zhuang, Jiangming Liu, Yongjun Xu |
| 2024 | MICCAI | LOMIA-T: A Transformer-Based LOngitudinal Medical Image Analysis Framework for Predicting Treatment Response of Esophageal Cancer. | Yuchen Sun, Kunwei Li, Duanduan Chen, Yi Hu, Shuaitong Zhang |
| 2024 | SMC | A Novel Federated Learning System with Privacy Protection and Blockchain Consensus Incentive Mechanisms in Cloud-Edge Collaboration Scenarios. | Longyi Liu, Yi Hu, Yanqing Zhao, Xiyang Zhang, Yongze Ma, Guiyong Chang |
| 2023 | ICCV | ICL-D3IE: In-Context Learning with Diverse Demonstrations Updating for Document Information Extraction. | Jiabang He, Lei Wang, Yi Hu, Ning Liu, Hui Liu, Xing Xu, Heng Tao Shen |
| 2023 | ICDM | An Element-Wise Weights Aggregation Method for Federated Learning. | Yi Hu, Hanchi Ren, Chen Hu, Jingjing Deng, Xianghua Xie |
| 2023 | IROS | Autonomous Ultrasound Scanning Towards Standard Plane Using Interval Interaction Probabilistic Movement Primitives. | Yi Hu, Mahdi Tavakoli |
| 2023 | SIGIR | Do-GOOD: Towards Distribution Shift Evaluation for Pre-Trained Visual Document Understanding Models. | Jiabang He, Yi Hu, Lei Wang, Xing Xu, Ning Liu, Hui Liu, Heng Tao Shen |
| 2023 | SECON | Intelligent Communication Planning for Constrained Environmental IoT Sensing with Reinforcement Learning. | Yi Hu, Jinhang Zuo, Bob Iannucci, Carlee Joe-Wong |
| 2022 | CLOUD | Serving unseen deep learning models with near-optimal configurations: a fast adaptive search approach. | Yuewen Wu, Heng Wu, Diaohan Luo, Yuanjia Xu, Yi Hu, Wenbo Zhang, Hua Zhong |
| 2022 | IPEC | System engineering application in civil aircraft special operation procedure design. | Shupei He, Yi Hu, Weitai Wang |
| 2022 | VEE | EOP: efficient operator partition for deep learning inference over edge servers. | Yuanjia Xu, Heng Wu, Wenbo Zhang, Yi Hu |
| 2021 | CEC | Evolutionary Ensemble Learning Using Multimodal Multi-objective Optimization Algorithm Based on Grid for Wind Speed Forecasting. | Yi Hu, Jing Liang, Boyang Qu, Jie Wang, Yanli Wang, Panpan Wei |
| 2021 | ICAART | A Framework of Hierarchical Deep Q-Network for Portfolio Management. | Yuan Gao, Ziming Gao, Yi Hu, Sifan Song, Zhengyong Jiang, Jionglong Su |
| 2021 | ICPP | Best VM Selection for Big Data Applications across Multiple Frameworks by Transfer Learning. | Yuewen Wu, Heng Wu, Yuanjia Xu, Yi Hu, Wenbo Zhang, Hua Zhong, Tao Huang |
| 2020 | CIKM | Deep Multi-Interest Network for Click-through Rate Prediction. | Zhibo Xiao, Luwei Yang, Wen Jiang, Yi Wei, Yi Hu, Hao Wang |
| 2020 | CVPR | Vehicle Re-Identification Based on Complementary Features. | Cunyuan Gao, Yi Hu, Yi Zhang, Rui Yao, Yong Zhou, Jiaqi Zhao |
| 2020 | ECIR | Dynamic Heterogeneous Graph Embedding Using Hierarchical Attentions. | Luwei Yang, Zhibo Xiao, Wen Jiang, Yi Wei, Yi Hu, Hao Wang |
| 2020 | SIGIR | FashionBERT: Text and Image Matching with Adaptive Loss for Cross-modal Retrieval. | Dehong Gao, Linbo Jin, Ben Chen, Minghui Qiu, Peng Li, Yi Wei, Yi Hu, Hao Wang |
| 2019 | ICDM | Learning Theory and Algorithms for Revenue Maximization in Sponsored Search. | Lulu Wang, Huahui Liu, Guanhao Chen, Guoqiao Ye, Xiaonan Meng, Yi Hu, Hao Wang |
| 2019 | IJCNN | Personalizing Session-based Recommendation with Dual Attentive Neural Network. | Tianan Liang, Yuhua Li, Ruixuan Li, Xiwu Gu, Olivier Habimana, Yi Hu |
| 2019 | RecSys | Optimal Delivery with Budget Constraint in E-Commerce Advertising. | Chao Wei, Weiru Zhang, Shengjie Sun, Fei Li, Xiaonan Meng, Yi Hu, Kuang-chih Lee, Hao Wang |
| 2019 | SIGIR | Improving Semantic Matching via Multi-Task Learning in E-Commerce. | Hongchun Zhang, Tianyi Wang, Xiaonan Meng, Yi Hu |
| 2018 | ICA3PP | A Data-Aware Energy-Saving Storage Management Strategy for On-Site Astronomical Observation at Dome A. | Xiaoxiao Lu, Chao Sun, Ce Yu, Jizhou Sun, Ming Che, Zijun Xia, Zhaohui Shang, Yi Hu |
| 2018 | VTC | An Improved Coordinated Multichannel MAC Scheme by Efficient Use of Idle Service Channels for VANETs. | Yongfu Ma, Liu Yang, Pingzhi Fan, Sangsha Fang, Yi Hu |
| 2018 | WWW | The Whole-Page Optimization via Dynamic Ad Allocation. | Weiru Zhang, Chao Wei, Xiaonan Meng, Yi Hu, Hao Wang |
| 2017 | HealthCom | Analyzing chronological order reconstruction problem in cyber-physical systems. | An Guo, Rongli Gai, Dong Yu, Yi Hu |
| 2017 | ICA3PP | Optimized Data Layout for Spatio-temporal Data in Time Domain Astronomy. | Jie Yan, Ce Yu, Chao Sun, Zhaohui Shang, Yi Hu, Jinghua Feng, Jizhou Sun, Jian Xiao |
| 2017 | INFOCOM | Timely cloud gaming. | Roy D. Yates, Mehrnaz Tavan, Yi Hu, Dipankar Raychaudhuri |
| 2016 | CloudCom | SEGUE: Quality of Service Aware Edge Cloud Service Migration. | Wuyang Zhang, Yi Hu, Yanyong Zhang, Dipankar Raychaudhuri |
| 2015 | ICA3PP | An Energy Efficient Storage System for Astronomical Observation Data on Dome A. | Zichao Yuan, Ce Yu, Jizhou Sun, Jian Xiao, Jianmei Wang, Zhaohui Shang, Yi Hu |
| 2015 | ICNP | GeoTopo: A PoP-level Topology Generator for Evaluation of Future Internet Architectures. | Yi Hu, Feixiong Zhang, K. K. Ramakrishnan, Dipankar Raychaudhuri |
| 2014 | Interspeech | Objective quality evaluation of noise-suppressed speech: effects of temporal envelope and fine-structure cues. | Fei Chen, Yi Hu |
| 2014 | IWDW | Efficient Reversible Data Hiding Based on Prefix Matching and Directed LSB Embedding. | Hanzhou Wu, Hongxia Wang, Yi Hu, Linna Zhou |
| 2014 | MOBIHOC | Poster: enabling mobile content-oriented networking in the mobilityfirst future internet architecture. | Feixiong Zhang, Yi Hu, Yanyong Zhang, Dipankar Raychaudhuri |
| 2014 | SMC | An adaptive anomaly-based intrusion prevention system for databases. | Eric S. Emrick, Yi Hu |
| 2013 | HPCC | A Self-Organizing Distributed Memory Cache for Data Sharing Applications in Cluster Environment. | Weifeng Liu, Bin Gong, Yi Hu, Yiru Guo |
| 2012 | DCC | Coefficient Thresholding with Image Restoration. | Wenfei Jiang, Fan Zhang, Longin Jan Latecki, Zhibo Chen, Yi Hu |
| 2012 | SMC | Detecting collaborative insider attacks in information systems. | Khanh Viet, Brajendra Panda, Yi Hu |
| 2011 | ISCAS | A high speed transceiver front-end design with fault detection for FlexRay-based automotive communication systems. | Chua-Chin Wang, Chih-Lin Chen, Tai-Hao Yeh, Yi Hu, Gang-Neng Sung |
| 2011 | PPoPP | SpiceC: scalable parallelism via implicit copying and explicit commit. | Min Feng, Rajiv Gupta, Yi Hu |
| 2010 | INFOCOM | A Balanced Consistency Maintenance Protocol for Structured P2P Systems. | Yi Hu, Min Feng, Laxmi N. Bhuyan |
| 2010 | SMC | An effective log mining approach for database intrusion detection. | Yi Hu, Alina Campan, James Walden, Irina Vorobyeva, Justin Shelton |
| 2009 | DBSEC | Analysis of Data Dependency Based Intrusion Detection System. | Yermek Nugmanov, Brajendra Panda, Yi Hu |
| 2009 | ICASSP | On the use of Bayesian modeling for predicting noise reduction performance. | Nazanin Pourmand, David Suelzle, Vijay Parsa, Yi Hu, Philip Loizou |
| 2009 | INFOCOM | Budget-Based Self-Optimized Incentive Search in Unstructured P2P Networks. | Yi Hu, Min Feng, Laxmi N. Bhuyan, Vana Kalogeraki |
| 2009 | ISNN | Application of Artificial Intelligence Technique in Distributed Generation System. | Guoqing Weng, Youbing Zhang, Yi Hu |
| 2009 | MVA | Human Head Tracking Based on Inheritance and Evolution Concept. | Yi Hu, Tetsuya Takamori |
| 2008 | PRICAI | Developing Evaluation Model of Topical Term for Document-Level Sentiment Classification. | Yi Hu, Wenjie Li, Qin Lu |
| 2007 | CDVE | SECGrid: Science and Engineering Computing Based Collaborative Problem Solving Environment. | Xiaohong Chen, Bin Gong, Hui Liu, Yi Hu |
| 2007 | CEC | Traffic signal control using fuzzy logic and evolutionary algorithms. | Yi Hu, Peter J. Thomas, Russel J. Stonier |
| 2007 | CIS | A Novel Method for Intelligence of Sensors Modeling. | Yi Hu, Yue Chang, Yong Ni |
| 2007 | CSCWD | The Design and Implementation of a GMA based Grid Monitoring Service. | Jianbo Shen, Bin Gong, Yi Hu, Sha Li |
| 2007 | GLOBECOM | Distributed Call Admission Protocol for Multi-Channel Multi-Radio Wireless Networks. | Yi Hu, Xiang-Yang Li, Haiming Chen, Xiaohua Jia |
| 2007 | HCI | Modeling of Places Based on Feature Distribution. | Yi Hu, Chang Woo Lee, Jong Yeol Yang, Bum Joo Shin |
| 2007 | ICASSP | A Comparative Intelligibility Study of Speech Enhancement Algorithms. | Yi Hu, Philipos C. Loizou |
| 2007 | ICCS | Text Retrieval Oriented Auto-construction of Conceptual Relationship. | Yi Hu, Ruzhan Lu, Yuquan Chen, Bingzhen Pei |
| 2007 | ICCS | A Language Modeling Approach to Sentiment Analysis. | Yi Hu, Ruzhan Lu, Xuening Li, Yuquan Chen, Jianyong Duan |
| 2007 | MVA | Human Body Region Extraction from Photos. | Yi Hu |
| 2007 | NLDB | The Bootstrapping Based Recognition of Conceptual Relationship for Text Retrieval. | Yi Hu, Ruzhan Lu, Yuquan Chen, Xiaoying Chen, Jianyong Duan |
| 2007 | NLDB | The Dictionary-Based Quantified Conceptual Relations for Hard and Soft Chinese Text Clustering. | Yi Hu, Ruzhan Lu, Yuquan Chen, Hui Liu, Dongyi Zhang |
| 2007 | SAC | Modeling deceptive information dissemination using a holistic approach. | Yi Hu, Zhichun Xiao, Brajendra Panda |
| 2006 | ACL | A Bio-Inspired Approach for Multi-Word Expression Extraction. | Jianyong Duan, Ruzhan Lu, Weilin Wu, Yi Hu, Yan Tian |
| 2006 | ICASSP | Subjective Comparison of Speech Enhancement Algorithms. | Yi Hu, Philipos C. Loizou |
| 2006 | ICASSP | Multi-Band Speech Enhancement for Functional MRI. | Venkat Raghavendra Ramachandran, Issa M. S. Panahi, Yi Hu, Philipos C. Loizou, Richard W. Briggs, Shawn R. McCaslin |
| 2006 | Interspeech | Evaluation of objective measures for speech enhancement. | Yi Hu, Philipos C. Loizou |
| 2006 | IWCMC | Energy efficient real-time data aggregation in wireless sensor networks. | Yi Hu, Nuo Yu, Xiaohua Jia |
| 2005 | IJCNLP | A New Method for Sentiment Classification in Text Retrieval. | Yi Hu, Jianyong Duan, Xiaoming Chen, Bingzhen Pei, Ruzhan Lu |
| 2005 | ISCAS | Phase noise spectra analysis for LC oscillators. | Hua Zhang, Dian Zhou, Yi Hu, Ruiming Li, Jianzhong Zhang |
| 2005 | NLDB | An Approach to Automatic Construction of Lexical Relations Between Chinese Nouns from Machine Readable Dictionary. | Yi Hu, Ruzhan Lu, Xuening Li |
| 2004 | ICASSP | A noise estimation algorithm with rapid adaptation for highly nonstationary environments. | Sundarrajan Rangachari, Philipos C. Loizou, Yi Hu |
| 2004 | ICDCIT | Succinct and Fast Accessible Data Structures for Database Damage Assessment. | Jing Zhou, Brajendra Panda, Yi Hu |
| 2004 | ICIP | A matching method based on marker-controlled watershed segmentation. | Yi Hu, Tomoharu Nagao |
| 2004 | SAC | A data mining approach for database intrusion detection. | Yi Hu, Brajendra Panda |
| 2003 | ICIAP | Matching of characters in scene images by using local shape feature vectors. | Yi Hu, Tomoharu Nagao |
| 2003 | IDEAS | Identification of Malicious Transactions in Database Systems. | Yi Hu, Brajendra Panda |
| 2003 | PIMRC | Frequency offset estimation during handover in 3G UMTS. | Mark A. McKeown, David G. M. Cruickshank, Iain A. B. Lindsay, Stephen A. Farson, Yi Hu |
| 2002 | ICASSP | A subspace approach for enhancing speech corrupted by colored noise. | Yi Hu, Philipos C. Loizou |
| 2002 | ICMI | Research of Machine Learning Method for Specific Information Recognition on the Internet. | Dequan Zheng, Yi Hu, Tiejun Zhao, Hao Yu, Sheng Li |
| 2002 | Interspeech | A perceptually motivated subspace approach for speech enhancement. | Yi Hu, Philipos C. Loizou |
| 2001 | FPL | Demonstrating Real-Time JPEG Image Compression-Decompression Using Standard Component IP Cores on a Programmable Logic Based Platform for DSP and Image Processing. | Albert Simpson, Jill K. Hunter, Moira Wylie, Yi Hu, David Mann |
| 2001 | ICASSP | A cross-correlation technique for enhancing speech corrupted with correlated noise. | Yi Hu, Mukul Bhatnagar, Philipos C. Loizou |
| 2001 | ICASSP | Generic scheduling methods for a linear QR array SoC processor. | Zhaohui Liu, Gaye Lightbody, Richard L. Walke, Yi Hu, John V. McCanny |
| 1997 | ICASSP | Hierarchical VHDL libraries for DSP ASIC design. | John V. McCanny, Douglas Ridge, Yi Hu, Jill K. Hunter |
| 1990 | ICASSP | VLSI architectures for digital image coding. | M. Yan, John V. McCanny, Yi Hu |