| 2026 | DASFAA | Harnessing Asynchrony to Balance Modalities in Multi-modal Federated Learning. | Yiming Ma, Boyi Liu, Zimu Zhou, Yanfeng Wang, Yongxin Tong |
| 2026 | EACL | JiraiBench: A Bilingual Benchmark for Evaluating Large Language Models' Detection of Human risky health behavior Content in Jirai Community. | Yunze Xiao, Tingyu He, Lionel Z. Wang, Yiming Ma, Xingyu Song, Xiaohang Xu, Mona T. Diab, Irene Li, Ka Chung Ng |
| 2026 | SIGIR | SilverTorch: A Unified Model-based System to Democratize Large-Scale Recommendation on GPUs. | Bi Xue, Hong Wu, Lei Chen, Chao Yang, Yiming Ma, Fei Ding, Zhen Wang, Liang Wang, Xiaoheng Mao, Ke Huang, Xialu Li, Peng Xia, Rui Jian, Yanli Zhao, Yanzun Huang, Yijie Deng, Harry Tran, Ryan Chang, Min Yu, Eric Dong, Jiazhou Wang, Qianqian Zhang, Keke Zhai, Hongzhang Yin, Pawel Garbacki, Zheng Fang, Yiyi Pan, Min Ni, Yang Liu |
| 2025 | ACL | SARA: Salience-Aware Reinforced Adaptive Decoding for Large Language Models in Abstractive Summarization. | Nayu Liu, Junnan Zhu, Yiming Ma, Zhicong Lu, Wenlei Xu, Yong Yang, Jiang Zhong, Kaiwen Wei |
| 2025 | CloudCom | Spatial Distribution and Transport Patterns of Surface Sediments in Adjacent Nearshore and Offshore Waters of Xiangshan, East China Sea. | Zhenzhou Yuan, Wufeng Cheng, Yiming Ma, Jun Zhu, Junchao Yuan, Kai Fang |
| 2025 | CVPR | Volume Tells: Dual Cycle-Consistent Diffusion for 3D Fluorescence Microscopy De-noising and Super-Resolution. | Zelin Li, Chenwei Wang, Zhaoke Huang, Yiming Ma, Cunming Zhao, Zhongying Zhao, Hong Yan |
| 2025 | DATE | TKD: An Efficient Deep Learning Compiler with Cross-Device Knowledge Distillation. | Yiming Ma, Chaoyao Shen, Linfeng Jiang, Tao Xu, Meng Zhang |
| 2025 | HCI | AI-Enhanced Emotional Design: Transferring Biosignal Data to Music by Integrating Artificial Intelligence. | Jing Zhao, Zhilu Cheng, Chenxi Zhao, Mingyu Ye, Likai Chen, Xinran Zhang, Yiming Ma |
| 2025 | ICLR | ProteinBench: A Holistic Evaluation of Protein Foundation Models. | Fei Ye, Zaixiang Zheng, Dongyu Xue, Yuning Shen, Lihao Wang, Yiming Ma, Yan Wang, Xinyou Wang, Xiangxin Zhou, Quanquan Gu |
| 2025 | MOBICOM | Poster: Asynchronous Federated Learning Library and Benchmark with AFL-Lib. | Boyi Liu, Shuyuan Li, Zimu Zhou, Shuo Kang, Yiming Ma, Yongxin Tong |
| 2025 | PIMRC | Integrated Navigation and Communication: OFDM-MIMO Signal Frame Design with NOMA and Adaptive Power Allocation. | Yiming Ma, Chao Zhang, Jian Song |
| 2024 | KDD | CASA: Clustered Federated Learning with Asynchronous Clients. | Boyi Liu, Yiming Ma, Zimu Zhou, Yexuan Shi, Shuyuan Li, Yongxin Tong |
| 2023 | CVPR | Robust Multiview Multimodal Driver Monitoring System Using Masked Multi-Head Self-Attention. | Yiming Ma, Victor Sanchez, Soodeh Nikan, Devesh Upadhyay, Bhushan Atote, Tanaya Guha |
| 2023 | VTC | Deep Spatio-temporal Beam Training for mmWave Communications with Human Self-blockage. | Wenxing Shan, Yiming Ma, Zicun Wang, Lin Zhang, Ming Xiao |
| 2022 | HCI | Research on Ecological Design Strategies of Smart City Refined Governance-Taking Xunsi River as an Example. | Yiming Ma, Mengke Lu, Yangshuo Zheng |
| 2022 | ICIP | Fusioncount: Efficient Crowd Counting Via Multiscale Feature Fusion. | Yiming Ma, Victor Sanchez, Tanaya Guha |
| 2022 | KDD | CS-RAD: Conditional Member Status Refinement and Ability Discovery for Social Network Applications. | Yiming Ma |
| 2019 | WWW | Entity Personalized Talent Search Models with Tree Interaction Features. | Cagri Ozcaglar, Sahin Cem Geyik, Brian Schmitz, Prakhar Sharma, Alex Shelkovnykov, Yiming Ma, Erik Buchanan |
| 2016 | KDD | GLMix: Generalized Linear Mixed Models For Large-Scale Response Prediction. | XianXing Zhang, Yitong Zhou, Yiming Ma, Bee-Chung Chen, Liang Zhang, Deepak Agarwal |
| 2015 | KDD | Personalizing LinkedIn Feed. | Deepak Agarwal, Bee-Chung Chen, Qi He, Zhenhao Hua, Guy Lebanon, Yiming Ma, Pannagadatta Shivaswamy, Hsiao-Ping Tseng, Jaewon Yang, Liang Zhang |
| 2015 | PIMRC | Channel estimation error and beamforming performance in repeater-enhanced massive MIMO systems. | Yiming Ma, Dengkui Zhu, Boyu Li, Ping Liang |
| 2014 | KDD | Activity ranking in LinkedIn feed. | Deepak Agarwal, Bee-Chung Chen, Rupesh Gupta, Joshua Hartman, Qi He, Anand Iyer, Sumanth Kolar, Yiming Ma, Pannagadatta Shivaswamy, Ajit Singh, Liang Zhang |
| 2013 | ACSSC | Splitting source power for a multicarrier relay system with direct link. | Yiming Ma, Yingbo Hua |
| 2010 | ICIP | A novel shape feature to classify microcalcifications. | Yiming Ma, Peter C. Tay, Robert D. Adams, James Z. Zhang |
| 2009 | CIKM | iLoc: a framework for incremental location-state acquisition and prediction based on mobile sensors. | Yiming Ma, Richard A. Hankins, David Racz |
| 2009 | ICIP | Ultrasound despeckling for active contour segmentation. | Yiming Ma, Peter C. Tay |
| 2007 | DASFAA | Integrating Similarity Retrieval and Skyline Exploration Via Relevance Feedback. | Yiming Ma, Sharad Mehrotra |
| 2007 | ISI | On-Demand Information Portals for Disaster Situations. | Yiming Ma, Dmitri V. Kalashnikov, Ramaswamy Hariharan, Sharad Mehrotra, Nalini Venkatasubramanian, Naveen Ashish, Jay Lickfett |
| 2007 | WWW | Scaling up all pairs similarity search. | Roberto J. Bayardo, Yiming Ma, Ramakrishnan Srikant |
| 2006 | DASFAA | RAF: An Activation Framework for Refining Similarity Queries Using Learning Techniques. | Yiming Ma, Sharad Mehrotra, Dawit Yimam Seid, Qi Zhong |
| 2006 | EDBT | SAT: Spatial Awareness from Textual Input. | Dmitri V. Kalashnikov, Yiming Ma, Sharad Mehrotra, Ramaswamy Hariharan, Nalini Venkatasubramanian, Naveen Ashish |
| 2006 | ISI | Interactive Refinement of Filtering Queries on Streaming Intelligence Data. | Yiming Ma, Dawit Yimam Seid |
| 2004 | CIKM | A framework for refining similarity queries using learning techniques. | Yiming Ma, Qi Zhong, Sharad Mehrotra, Dawit Yimam Seid |
| 2004 | SIGMOD | CAMAS: A Citizen Awareness System for Crisis Mitigation. | Sharad Mehrotra, Carter T. Butts, Dmitri V. Kalashnikov, Nalini Venkatasubramanian, Kemal Altintas, Ramaswamy Hariharan, Haimin Lee, Yiming Ma, Amnon Meyers, Jehan Wickramasuriya, Ron Eguchi, Charles Huyck |
| 2001 | ICDM | Analyzing the Interestingness of Association Rules from the Temporal Dimension. | Bing Liu, Yiming Ma, Ronnie Lee |
| 2001 | KDD | Identifying non-actionable association rules. | Bing Liu, Wynne Hsu, Yiming Ma |
| 2001 | KDD | Discovering the set of fundamental rule changes. | Bing Liu, Wynne Hsu, Yiming Ma |
| 2001 | KDD | Discovering unexpected information from your competitors' web sites. | Bing Liu, Yiming Ma, Philip S. Yu |
| 2000 | COMPSAC | Web for Data Mining Applications. | Bing Liu, Yiming Ma, Ching Kian Wong |
| 2000 | KDD | Targeting the right students using data mining. | Yiming Ma, Bing Liu, Ching Kian Wong, Philip S. Yu, Shuik Ming Lee |
| 1999 | KDD | Pruning and Summarizing the Discovered Associations. | Bing Liu, Wynne Hsu, Yiming Ma |
| 1999 | KDD | Mining Association Rules with Multiple Minimum Supports. | Bing Liu, Wynne Hsu, Yiming Ma |
| 1999 | KDD | Mining Interesting Knowledge Using DM-II. | Bing Liu, Wynne Hsu, Yiming Ma, Shu Chen |
| 1998 | KDD | Integrating Classification and Association Rule Mining. | Bing Liu, Wynne Hsu, Yiming Ma |
| 1987 | ARITH | Vector computations on an orthogonal memory access multiprocessing system. | Isaac D. Scherson, Yiming Ma |
| 1986 | FOCS | The Distance Bound for Sorting on Mesh-Connected Processor Arrays Is Tight (Preliminary Report) | Yiming Ma, Sandeep Sen, Isaac D. Scherson |