| 2026 | ASPDAC | PIR-Cache: Mitigating Conflict-Based Cache Side-Channel Attacks via Partial Indirect Replacement. | Hao Ma, Zhidong Wang, Wei Song |
| 2026 | SIGIR | Generative Bid Shading in Real-Time Bidding Advertising. | Yinqiu Huang, Hao Ma, Wenshuai Chen, Zongwei Wang, Shuli Wang, Yongqiang Zhang, Xue Wei, Yinhua Zhu, Haitao Wang, Xingxing Wang |
| 2026 | SP | SeqAss: Using SeqUential Associative Caches to Mitigate Conflict-Based Cache Attacks with Reduced Cache Misses and Performance Overhead. | Wei Song, Zhidong Wang, Jinchi Han, Da Xie, Hao Ma, Peng Liu |
| 2025 | AAAI | Vision-Based Generic Potential Function for Policy Alignment in Multi-Agent Reinforcement Learning. | Hao Ma, Shijie Wang, Zhiqiang Pu, Siyao Zhao, Xiaolin Ai |
| 2025 | ACL | Learning Auxiliary Tasks Improves Reference-Free Hallucination Detection in Open-Domain Long-Form Generation. | Chengwei Qin, Wenxuan Zhou, Karthik Abinav Sankararaman, Nanshu Wang, Tengyu Xu, Alexander Radovic, Eryk Helenowski, Arya Talebzadeh, Aditya Tayade, Sinong Wang, Shafiq Joty, Han Fang, Hao Ma |
| 2025 | ICASSP | Language-Queried Target Sound Extraction Without Parallel Training Data. | Hao Ma, Zhiyuan Peng, Xu Li, Yukai Li, Mingjie Shao, Qiuqiang Kong, Ju Liu |
| 2025 | ICML | Think Smarter not Harder: Adaptive Reasoning with Inference Aware Optimization. | Zishun Yu, Tengyu Xu, Di Jin, Karthik Abinav Sankararaman, Yun He, Wenxuan Zhou, Zhouhao Zeng, Eryk Helenowski, Chen Zhu, Sinong Wang, Hao Ma, Han Fang |
| 2025 | ICRA | Stochastic Trajectory Prediction Under Unstructured Constraints. | Hao Ma, Zhiqiang Pu, Shijie Wang, Boyin Liu, Huimu Wang, Yanyan Liang, Jianqiang Yi |
| 2025 | IJCNN | Diversity-Driven Offline-to-Online Multi-Player Policy Learning for Football Matches. | Shijie Wang, Zhiqiang Pu, Tianyi Hu, Hao Ma, Huimu Wang, Jianqiang Yi |
| 2025 | IECON | SocGate: Physics-Gated Neural Network for Multi-Cycle Battery State-of-Charge Estimation. | Xilin Dai, Ruidi Zhou, Jinhao Zhang, Fanfan Lin, Weifeng Zhang, Hao Ma |
| 2025 | IECON | Sensorless Feedforward Current Sharing Control for Interleaved Totem-Pole PFC Converter. | LiPan He, Zheyuan Li, Han Wei, Hao Ma |
| 2025 | IECON | KUformer: KAN-UKF-Based Transformer for Battery SoH Prediction. | Jinhao Zhang, Xilin Dai, Ruidi Zhou, Weifeng Zhang, Hao Ma |
| 2025 | IWSEC | Detecting and Mitigating Conflict-Based Cache Side-Channel Attacks by Monitoring Ping-Pong Accesses Patterns. | Hao Ma, Zhidong Wang, Da Xie, Jinchi Han, Wei Song |
| 2025 | NAACL | ALOHA: Empowering Multilingual Agent for University Orientation with Hierarchical Retrieval. | Mingxu Tao, Bowen Tang, Mingxuan Ma, Yining Zhang, Hourun Li, Feifan Wen, Hao Ma, Jia Yang |
| 2025 | PIMRC | Frame-Agnostic Adaptive Causal Topology Inference for Non-Cooperative UAV Swarm Network. | Jiawen Zhu, Zhuo Sun, Ying Wang, Hao Ma |
| 2025 | VTC | FlowRadar: Unsupervised Radar Target Detection in Sea Clutter Using Flownet2. | Hao Ma, Yansong Tang, Zhenyu Liu |
| 2025 | SMC | A Low-Rank Enhanced Lightweight Multimodal LLM Framework for Efficient Edge Power Visual Detection. | Chang Zhao, Wen Ji, Zheming Yang, Yunqing Hu, Chang Zhang, Jingce Xu, Hao Ma, Ziyu Guo, Wancai Zhang |
| 2024 | ICASSP | Extending Whisper with Prompt Tuning to Target-Speaker ASR. | Hao Ma, Zhiyuan Peng, Mingjie Shao, Jing Li, Ju Liu |
| 2024 | ICDCS | Fed-MS: Fault Tolerant Federated Edge Learning with Multiple Byzantine Servers. | Senmao Qi, Hao Ma, Yifei Zou, Yuan Yuan, Peng Li, Dongxiao Yu |
| 2024 | IJCNN | Reversible Adversarial Examples based on Self-Embedding Watermark for Image Privacy Protection. | Xu Cao, Ju Liu, Jinghui Yin, Xuejun Cheng, Jing Li, Hao Ma, Guanghui Luo |
| 2024 | IECON | An LC-CLC Compensated CPT System with Constant Voltage Output and Zero Phase Angle Optimizing Coupler Voltage. | Dingyi Feng, Yuanbo Zha, Keyi He, Jianxing Jiang, Hao Ma |
| 2024 | IECON | A Coordinated Control Strategy of Real-Time Compensation for DC Distribution System Based on EtherCAT Communication. | Haomin Wu, Han Wei, Xin Zhang, Hao Ma |
| 2024 | NAACL | Effective Long-Context Scaling of Foundation Models. | Wenhan Xiong, Jingyu Liu, Igor Molybog, Hejia Zhang, Prajjwal Bhargava, Rui Hou, Louis Martin, Rashi Rungta, Karthik Abinav Sankararaman, Barlas Oguz, Madian Khabsa, Han Fang, Yashar Mehdad, Sharan Narang, Kshitiz Malik, Angela Fan, Shruti Bhosale, Sergey Edunov, Mike Lewis, Sinong Wang, Hao Ma |
| 2024 | WCNC | On the Uses of Large Language Models to Design End-to-End Learning Semantic Communication. | Ying Wang, Zhuo Sun, Jinpo Fan, Hao Ma |
| 2023 | ICNC | Construction of Knowledge Graph of Neurodegenerative Diseases Based on Ontology. | Zhuocun Wu, Yanli Wan, Hao Ma, Quan Chen |
| 2023 | IJCNN | Semi-supervised Campus Network Intrusion Detection Based on Knowledge Distillation. | Junjun Chen, Qiang Guo, Zhongnan Fu, Qun Shang, Hao Ma, Nai Wang |
| 2023 | IJCNN | Causal Mean Field Multi-Agent Reinforcement Learning. | Hao Ma, Zhiqiang Pu, Yi Pan, Boyin Liu, Junlong Gao, Zhenyu Guo |
| 2023 | IROS | Adversarial Driving Behavior Generation Incorporating Human Risk Cognition for Autonomous Vehicle Evaluation. | Zhen Liu, Hang Gao, Hao Ma, Shuo Cai, Yunfeng Hu, Ting Qu, Hong Chen, Xun Gong |
| 2023 | IROS | Data-Efficient Online Learning of Ball Placement in Robot Table Tennis. | Philip Tobuschat, Hao Ma, Dieter Bchler, Bernhard Schlkopf, Michael Muehlebach |
| 2023 | IECON | Minimum Current Control for Under-Resonant Dual-Bridge-Series-Resonant Converter. | Yihan Gao, Lu Zhou, Hao Ma |
| 2023 | IECON | Control Strategy of DAB Converter Based on Brayton-Moser Model. | Hao Ma, Yajing Zhang, Jian-Guo Li, Jiuhe Wang |
| 2023 | IECON | Analysis and Design of Bidirectional Bipolar Multiport DC Converter with Low Voltage Stress and High Gain for Bipolar DC Microgrid Applications. | Qingxin Tian, Xin Zhang, Xiaoqing Wang, Xuwei Duan, Sicong Jin, Hao Ma |
| 2023 | IECON | An Intermediate Coil for Misalignment Tolerant IPT System with Dual Decoupled Receivers. | Xiaoqiang Wang, Minrui Leng, Xin Zhang, Qingxin Tian, Liangxi He, Hao Ma |
| 2023 | IECON | A Soft-Switching Four-Port Integrated Converter Topology Based on Residential PV Energy Storage and Charging Application. | Lu Zhou, Yihan Gao, Hao Ma, Philip T. Krein |
| 2023 | MICCAI | CL-ADDA: Contrastive Learning with Amplitude-Driven Data Augmentation for fMRI-Based Individualized Predictions. | Jiangcong Liu, Le Xu, Yun Guan, Hao Ma, Lixia Tian |
| 2022 | AAAI | RID-Noise: Towards Robust Inverse Design under Noisy Environments. | Jia-Qi Yang, Ke-Bin Fan, Hao Ma, De-Chuan Zhan |
| 2022 | ACL | UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning. | Yuning Mao, Lambert Mathias, Rui Hou, Amjad Almahairi, Hao Ma, Jiawei Han, Scott Yih, Madian Khabsa |
| 2022 | EMNLP | Learning to Generate Question by Asking Question: A Primal-Dual Approach with Uncommon Word Generation. | Qifan Wang, Li Yang, Xiaojun Quan, Fuli Feng, Dongfang Liu, Zenglin Xu, Sinong Wang, Hao Ma |
| 2022 | EMNLP | SMARTAVE: Structured Multimodal Transformer for Product Attribute Value Extraction. | Qifan Wang, Li Yang, Jingang Wang, Jitin Krishnan, Bo Dai, Sinong Wang, Zenglin Xu, Madian Khabsa, Hao Ma |
| 2022 | IJCNN | Campus Network Intrusion Detection based on Federated Learning. | Junjun Chen, Qiang Guo, Zhongnan Fu, Qun Shang, Hao Ma, Di Wu |
| 2022 | IJCNN | A Novel Movement-supported HRI Framework for Humanoid Robots. | Hao Ma, Pengfei Yi, Jing Dong, Rui Liu, Dongsheng Zhou, Xiaopeng Wei, Qiang Zhang |
| 2022 | NAACL | IDPG: An Instance-Dependent Prompt Generation Method. | Zhuofeng Wu, Sinong Wang, Jiatao Gu, Rui Hou, Yuxiao Dong, V. G. Vinod Vydiswaran, Hao Ma |
| 2021 | EMNLP | On the Influence of Masking Policies in Intermediate Pre-training. | Qinyuan Ye, Belinda Z. Li, Sinong Wang, Benjamin Bolte, Hao Ma, Wen-tau Yih, Xiang Ren, Madian Khabsa |
| 2021 | NAACL | On Unifying Misinformation Detection. | Nayeon Lee, Belinda Z. Li, Sinong Wang, Pascale Fung, Hao Ma, Wen-tau Yih, Madian Khabsa |
| 2020 | ACL | To Pretrain or Not to Pretrain: Examining the Benefits of Pretrainng on Resource Rich Tasks. | Sinong Wang, Madian Khabsa, Hao Ma |
| 2020 | EMNLP | Blockwise Self-Attention for Long Document Understanding. | Jiezhong Qiu, Hao Ma, Omer Levy, Wen-tau Yih, Sinong Wang, Jie Tang |
| 2020 | IECON | A Parameter Design Method of CLLC Resonant Converter Based On Time-Domain Model. | Jiabei Ge, Hao Ma |
| 2020 | IECON | A Simple ANN-Based Diagnosis Method for Open-Switch Faults in Power Converters. | Zhan Li, Yuan Gao, Hao Ma, Xin Zhang |
| 2020 | WCNC | Analysis of Automotive Radar Interference among Multiple Vehicles. | Zixi Fang, Zhiqing Wei, Hao Ma, Xu Chen, Zhiyong Feng |
| 2019 | IJCNN | Sports Motion Recognition based on Foot Trajectory State Sequence Mapping. | Lingjia Huang, Hao Ma, Weichao Yan, Wuda Liu, Haoyang Liu, Zaiyue Yang |
| 2019 | IECON | A Control Method Based on Minimum Conduction Losses for High Efficiency Isolated Dual-bridge Series Resonant Converters. | Yihan Gao, Hao Ma |
| 2019 | WWW | NetSMF: Large-Scale Network Embedding as Sparse Matrix Factorization. | Jiezhong Qiu, Yuxiao Dong, Hao Ma, Jian Li, Chi Wang, Kuansan Wang, Jie Tang |
| 2018 | ACL | A Web-scale system for scientific knowledge exploration. | Zhihong Shen, Hao Ma, Kuansan Wang |
| 2018 | IECON | An IPT System with Constant Current and Constant Voltage Output Features for EV Charging. | Pengju Cao, Yunyu Tang, Fan Zhu, Zhuhaobo Zhang, Jing Zhou, Zhihong Bai, Hao Ma |
| 2018 | IECON | An Average Model-Based Transistor Open-Circuit Fault Diagnosis Method for Grid- Tied Single-Phase Inverter. | Zhan Li, Borong Wang, Yini Ren, Jun Wang, Zhihong Bai, Hao Ma |
| 2018 | IECON | A Fast Average Model-Based Method for IGBT and Current Sensor Fault Diagnosis in Grid- Tied Inverters. | Yini Ren, Zhan Li, Borong Wang, Zhihong Bai, Hao Ma |
| 2018 | KDD | DeepInf: Social Influence Prediction with Deep Learning. | Jiezhong Qiu, Jian Tang, Hao Ma, Yuxiao Dong, Kuansan Wang, Jie Tang |
| 2018 | UAI | GaAN: Gated Attention Networks for Learning on Large and Spatiotemporal Graphs. | Jiani Zhang, Xingjian Shi, Junyuan Xie, Hao Ma, Irwin King, Dit-Yan Yeung |
| 2018 | WSDM | Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec. | Jiezhong Qiu, Yuxiao Dong, Hao Ma, Jian Li, Kuansan Wang, Jie Tang |
| 2017 | IMC | Measurement-based, practical techniques to improve 802.11ac performance. | Apurv Bhartia, Bo Chen, Feng Wang, Derrick Pallas, Raluca Musaloiu-E, Ted Tsung-Te Lai, Hao Ma |
| 2017 | IECON | The switching frequency optimization of dual phase shift control for dual active bridge DC-DC converter. | Xu Han, Yuan Tan, Hao Ma |
| 2017 | IECON | A novel current sharing method for multi-module LLC resonant converters. | Kun Yu, Jianhua Du, Hao Ma |
| 2017 | KDD | A Century of Science: Globalization of Scientific Collaborations, Citations, and Innovations. | Yuxiao Dong, Hao Ma, Zhihong Shen, Kuansan Wang |
| 2016 | CW | Interactive Visual Analysis on Large Attributed Networks. | Xiaolei Du, Yingmei Wei, Hao Ma, Lingda Wu |
| 2016 | ISCAS | Subcarrier allocation in hybrid visible light and power line communication system. | Hao Ma, Lutz Lampe, Steve Hranilovic |
| 2016 | IECON | A soft-commutation Space Vector Modulation (SVM) for current source converter with full-range power factor. | Zhihong Bai, Hao Ma, Yingying Yao |
| 2016 | IECON | An efficient algorithm strategy for synchronous rectification used in LLC resonant converters. | Liang Hong, Hao Ma, Jun Wang, Jianhua Du, Binlei Wang |
| 2016 | IECON | Open-transistor faults diagnosis in voltage-source inverter based on phase voltages with sliding-window counting method. | Zhan Li, Yuxi Wang, Hao Ma, Liang Hong |
| 2016 | NAACL | Question Answering with Knowledge Base, Web and Beyond. | Wen-tau Yih, Hao Ma |
| 2016 | WWW | User Fatigue in Online News Recommendation. | Hao Ma, Xueqing Liu, Zhihong Shen |
| 2016 | WWW | Table Cell Search for Question Answering. | Huan Sun, Hao Ma, Xiaodong He, Wen-tau Yih, Yu Su, Xifeng Yan |
| 2016 | SIGIR | Question Answering with Knowledge Base, Web and Beyond. | Wen-tau Yih, Hao Ma |
| 2015 | IECON | Parallel operation of three-phase inverters with virtual oscillator and multi-resonant control. | Jian Hu, Liaoyuan Lin, Hao Ma |
| 2015 | IECON | An enhanced power sharing strategy for islanded microgrids using adaptive virtual impedances. | Liaoyuan Lin, Qian Guo, Jian Hu, Hao Ma |
| 2015 | IECON | Design and optimizations of solenoid magnetic structure for inductive power transfer in EV applications. | Yunyu Tang, Fan Zhu, Yuxi Wang, Hao Ma |
| 2015 | WWW | An Introduction to Entity Recommendation and Understanding. | Hao Ma, Yan Ke |
| 2015 | WWW | An Overview of Microsoft Academic Service (MAS) and Applications. | Arnab Sinha, Zhihong Shen, Yang Song, Hao Ma, Darrin Eide, Bo-June Paul Hsu, Kuansan Wang |
| 2015 | WWW | Open Domain Question Answering via Semantic Enrichment. | Huan Sun, Hao Ma, Wen-tau Yih, Chen-Tse Tsai, Jingjing Liu, Ming-Wei Chang |
| 2015 | WSDM | Learning to Recommend Related Entities to Search Users. | Bin Bi, Hao Ma, Bo-June Paul Hsu, Wei Chu, Kuansan Wang, Junghoo Cho |
| 2014 | ICRA | Human level walking gait modeling and analysis based on semi-Markov process. | Hao Ma, Wei-Hsin Liao |
| 2014 | IECON | Current sharing model of parallel connected IGBTs during turn-on. | Yawei Xiao, Qinwei Liu, Yunyu Tang, Li Du, Hao Ma |
| 2014 | SIGIR | On measuring social friend interest similarities in recommender systems. | Hao Ma |
| 2014 | WSDM | On building entity recommender systems using user click log and freebase knowledge. | Xiao Yu, Hao Ma, Bo-June Paul Hsu, Jiawei Han |
| 2013 | GLOBECOM | Robust MMSE linear precoding for visible light communication broadcasting systems. | Hao Ma, Lutz Lampe, Steve Hranilovic |
| 2013 | IECON | Modeling and analysis of three-phase inverter based on generalized state space averaging method. | Zhao Lin, Hao Ma |
| 2013 | IECON | Improved high step-up DC-DC converter based on active clamp coupled inductor with voltage double cells. | Tuofu Liu, Zhengshi Wang, Jinyong Pang, Zhenli Lou, Hao Ma |
| 2013 | IECON | A novel hysteresis loss calculation method of filter inductor in PWM inverters. | Jiong Ma, Hongyang Liu, Hao Ma, Zhihong Bai |
| 2013 | ISNN | Generalized Function Projective Lag Synchronization between Two Different Neural Networks. | Guoliang Cai, Hao Ma, Xiangqian Gao, Xianbin Wu |
| 2013 | PIMRC | Relay selection from an effective capacity perspective. | Yuli Yang, Hao Ma, Sonia Assa |
| 2013 | WWW | Exploring and exploiting user search behavior on mobile and tablet devices to improve search relevance. | Yang Song, Hao Ma, Hongning Wang, Kuansan Wang |
| 2013 | SIGIR | An experimental study on implicit social recommendation. | Hao Ma |
| 2012 | IECON | Soft switching design of isolated boost converter with coupled inductors. | Hao Ma, Longyu Chen, Jing Li |
| 2012 | IECON | A sliding-mode control scheme for llc resonant DC/DC converter with fast transient response. | Hao Ma, Qinwei Liu, Jin Guo |
| 2012 | IECON | A current-sharing method based on networked control for three-phase parallel inverter. | Yao Zhang, Hao Ma, Guoqiang Zhao, Jin Guo |
| 2012 | ISNN | Adaptive Projective Synchronization and Function Projective Synchronization of Chaotic Neural Networks with Delayed and Non-delayed Coupling. | Guoliang Cai, Hao Ma, Yuxiu Li |
| 2011 | AAAI | Social Recommendation Using Low-Rank Semidefinite Program. | Jianke Zhu, Hao Ma, Chun Chen, Jiajun Bu |
| 2011 | GLOBECOM | Effect of the primary user traffic on cognitive relaying with adaptive transmission. | Anlei Rao, Hao Ma, Mohamed-Slim Alouini, Yunfei Chen |
| 2011 | SIGIR | Probabilistic factor models for web site recommendation. | Hao Ma, Chao Liu, Irwin King, Michael R. Lyu |
| 2011 | WSDM | Recommender systems with social regularization. | Hao Ma, Dengyong Zhou, Chao Liu, Michael R. Lyu, Irwin King |
| 2010 | AAAI | Diversifying Query Suggestion Results. | Hao Ma, Michael R. Lyu, Irwin King |
| 2010 | AAAI | UserRec: A User Recommendation Framework in Social Tagging Systems. | Tom Chao Zhou, Hao Ma, Michael R. Lyu, Irwin King |
| 2010 | WWW | Introduction to social recommendation. | Irwin King, Michael R. Lyu, Hao Ma |
| 2009 | ADMA | Mining Frequent Patterns from Network Data Flow. | Xin Li, Zhi-Hong Deng, Hao Ma, Shi-Wei Tang, Bei Zhang |
| 2009 | CIKM | Improving search engines using human computation games. | Hao Ma, Raman Chandrasekar, Chris Quirk, Abhishek Gupta |
| 2009 | CIKM | Semi-nonnegative matrix factorization with global statistical consistency for collaborative filtering. | Hao Ma, Haixuan Yang, Irwin King, Michael R. Lyu |
| 2009 | ICWS | WSRec: A Collaborative Filtering Based Web Service Recommender System. | Zibin Zheng, Hao Ma, Michael R. Lyu, Irwin King |
| 2009 | KDD | Page Hunt: using human computation games to improve web search. | Hao Ma, Raman Chandrasekar, Chris Quirk, Abhishek Gupta |
| 2009 | RecSys | Learning to recommend with trust and distrust relationships. | Hao Ma, Michael R. Lyu, Irwin King |
| 2009 | SIGIR | Page hunt: improving search engines using human computation games. | Hao Ma, Raman Chandrasekar, Chris Quirk, Abhishek Gupta |
| 2009 | SIGIR | Learning to recommend with social trust ensemble. | Hao Ma, Irwin King, Michael R. Lyu |
| 2008 | APNOMS | An Efficient Approach for Analyzing Multidimensional Network Traffic. | Jia Yang, Hao Ma, Bei Zhang, Ping Chen |
| 2008 | CIKM | Learning latent semantic relations from clickthrough data for query suggestion. | Hao Ma, Haixuan Yang, Irwin King, Michael R. Lyu |
| 2008 | CIKM | Mining social networks using heat diffusion processes for marketing candidates selection. | Hao Ma, Haixuan Yang, Michael R. Lyu, Irwin King |
| 2008 | CIKM | SoRec: social recommendation using probabilistic matrix factorization. | Hao Ma, Haixuan Yang, Michael R. Lyu, Irwin King |
| 2007 | SIGIR | Effective missing data prediction for collaborative filtering. | Hao Ma, Irwin King, Michael R. Lyu |
| 2005 | PRDC | A Reliable Routing Algorithm Based on Fuzzy Applicability of F sets in MANET. | Rong Hu, Zhigang Hu, Hao Ma |