| 2026 | WWW | PLUM: Adapting Pre-trained Language Models for Industrial-scale Generative Recommendations. | Ruining He, Lukasz Heldt, Lichan Hong, Raghunandan H. Keshavan, Shifan Mao, Nikhil Mehta, Zhengyang Su, Alicia Tsai, Yueqi Wang, Shao-Chuan Wang, Xinyang Yi, Lexi Baugher, Baykal Cakici, Ed H. Chi, Cristos Goodrow, Ningren Han, He Ma, Rmer Rosales, Abby Van Soest, Devansh Tandon, Su-Lin Wu, Weilong Yang, Yilin Zheng |
| 2025 | ACL | User Feedback Alignment for LLM-powered Exploration in Large-scale Recommendation Systems. | Jianling Wang, Yifan Liu, Yinghao Sun, Xuejian Ma, Yueqi Wang, He Ma, Zhengyang Su, Minmin Chen, Mingyan Gao, Onkar Dalal, Ed H. Chi, Lichan Hong, Ningren Han, Haokai Lu |
| 2024 | INDIN | Integration of MPC and ADRC for Anti-Jackknifing in Articulated Heavy Vehicles. | He Ma, Yang Tian, Fanyu Meng, Lei Ma, Guilin Wen |
| 2024 | RecSys | LLMs for User Interest Exploration in Large-scale Recommendation Systems. | Jianling Wang, Haokai Lu, Yifan Liu, He Ma, Yueqi Wang, Yang Gu, Shuzhou Zhang, Ningren Han, Shuchao Bi, Lexi Baugher, Ed H. Chi, Minmin Chen |
| 2024 | WWW | Cluster Anchor Regularization to Alleviate Popularity Bias in Recommender Systems. | Bo Chang, Changping Meng, He Ma, Shuo Chang, Yang Gu, Yajun Peng, Jingchen Feng, Yaping Zhang, Shuchao Bi, Ed H. Chi, Minmin Chen |
| 2023 | IECON | Modified ESO-Based Back EMF Estimation and Rotor Position Extraction Method for SPMSM Sensorless Control. | Xuliang Yao, Yujian Wang, Shengqi Huang, Guowang Zhang, He Ma |
| 2022 | IECON | A Novel Switching Table Direct Power Control for PWM Rectifier Based on Virtual Flux. | Xuliang Yao, He Ma, Jingfang Wang |
| 2022 | MICCAI | Tubular Structure-Aware Convolutional Neural Networks for Organ at Risks Segmentation in Cervical Cancer Radiotherapy. | Xinran Wu, Ming Cui, Yuhua Gao, Deyu Sun, He Ma, Erlei Zhang, Yaoqin Xie, Nazar Zaki, Wenjian Qin |
| 2022 | VTC | Scheduling to Minimize Control Cost in Multi-loop Wireless Networked Control with Imperfect Sensors. | He Ma, Lixin Wang, Shidong Zhou |
| 2020 | INFOCOM | Transmission Scheduling for Multi-loop Wireless Networked Control Based on LQ Cost Offset. | He Ma, Shidong Zhou, Xiujun Zhang, Limin Xiao |
| 2019 | ICIG | An End-to-End Practical System for Road Marking Detection. | Chaonan Gu, Xiaoyu Wu, He Ma, Lei Yang |
| 2019 | SMC | A Euclidean metric based voice feature extraction method using IDCT cepstrum coefficient. | He Ma, Yi Zuo, Tieshan Li, C. L. Philip Chen, Junxia Liu |
| 2018 | ICLR | Quantitatively Evaluating GANs With Divergences Proposed for Training. | Daniel Jiwoong Im, He Ma, Graham W. Taylor, Kristin Branson |
| 2018 | SMC | DualSLIC: An Automatic Coarse-to-Fine Method on Pancreas Segmentation. | Jinjin Zhao, He Ma, Qingyu Meng |
| 2016 | EuroPar | Theano-MPI: A Theano-Based Distributed Training Framework. | He Ma, Fei Mao, Graham W. Taylor |
| 2014 | MMSys | Dynamic scheduling on video transcoding for MPEG DASH in the cloud environment. | He Ma, Beomjoo Seo, Roger Zimmermann |
| 2013 | MMM | Dynamic Multi-video Summarization of Sensor-Rich Videos in Geo-Space. | Ying Zhang, He Ma, Roger Zimmermann |
| 2012 | DASFAA | A Grid-Based Index and Queries for Large-Scale Geo-tagged Video Collections. | He Ma, Sakire Arslan Ay, Roger Zimmermann, Seon Ho Kim |