| 2026 | ACL | Estimating the Black-box LLM Uncertainty with Distribution-Aligned Adversarial Distillation. | Huizi Cui, Huan Ma, Qilin Wang, Yuhang Gao, Changqing Zhang |
| 2025 | AAAI | Spurious Feature Eraser: Stabilizing Test-Time Adaptation for Vision-Language Foundation Model. | Huan Ma, Yan Zhu, Changqing Zhang, Peilin Zhao, Baoyuan Wu, Long-Kai Huang, Qinghua Hu, Bingzhe Wu |
| 2025 | AAAI | Exploring Task-Level Optimal Prompts for Visual In-Context Learning. | Yan Zhu, Huan Ma, Changqing Zhang |
| 2025 | CSCWD | Symmetry-Regularized Transformer for Solving Traveling Salesman Problems. | Shuyun Li, Maoli Wang, Zixin Liu, Huan Ma, Zhihui Wang, Xubing Dou, Xinchang Zhang |
| 2024 | DASFAA | PT-Tuning: Bridging the Gap between Time Series Masked Reconstruction and Forecasting via Prompt Token Tuning. | Hao Liu, Jinrui Gan, Xiaoxuan Fan, Yi Zhang, Chuanxian Luo, Jing Zhang, Guangxin Jiang, Yucheng Qian, Changwei Zhao, Huan Ma, Zhenyu Guo |
| 2024 | ICPADS | A Multi-Path Orchestration Method for Cloud-Edge Data Transmission Based on DRL. | Zhihui Wang, Xubing Dou, Shuyun Li, Huan Ma, Xinchang Zhang, Maoli Wang |
| 2024 | IJCNN | Uncertainty-aware Dynamic Re-weighting Robust Classification. | Wenshu Ge, Huan Ma, Peizhuo Sheng, Changqing Zhang |
| 2024 | IJCNN | Can I Trust You? Rethinking Calibration with Controllable Confidence Ranking. | Wenshu Ge, Huan Ma, Changqing Zhang |
| 2024 | ICRA | STNet: Spatio-Temporal Fusion-Based SelfAttention for Slip Detection in Visuo-Tactile Sensors. | Jin Lu, Bangyan Niu, Huan Ma, Jiafeng Zhu, Jingjing Ji |
| 2024 | ICRA | GelRoller: A Rolling Vision-based Tactile Sensor for Large Surface Reconstruction Using Self-Supervised Photometric Stereo Method. | Zhiyuan Zhang, Huan Ma, Yulin Zhou, Jingjing Ji, Hua Yang |
| 2024 | IGARSS | Experimental Flight Verification of Radio Frequency Interference Mitigation Method in MICAP L-Band Radiometer. | Donghao Han, Xing Tong, Changxing Huo, Huan Ma, Xi Guo, Bingxu Li, Lijie Niu, Hao Liu |
| 2024 | PRICAI | Rethinking the Reliability of Post-hoc Calibration Methods Under Subpopulation Shift. | Yan Zhu, Huan Ma, Changqing Zhang, Bingzhe Wu, Huazhu Fu, Joey Tianyi Zhou, Qinghua Hu |
| 2023 | ICML | Calibrating Multimodal Learning. | Huan Ma, Qingyang Zhang, Changqing Zhang, Bingzhe Wu, Huazhu Fu, Joey Tianyi Zhou, Qinghua Hu |
| 2022 | VTC | Performance Analysis of an STBC-MIMO LoRa System over Nakagami and Ricean Fading Channels with Imperfect Channel State Information. | Huan Ma, Guofa Cai, Yi Fang, Huihui Wu, Shahid Mumtaz |
| 2022 | SC | Large-Scale Simulation of Quantum Computational Chemistry on a New Sunway Supercomputer. | Honghui Shang, Li Shen, Yi Fan, Zhiqian Xu, Chu Guo, Jie Liu, Wenhao Zhou, Huan Ma, Rongfen Lin, Yuling Yang, Fang Li, Zhuoya Wang, Yunquan Zhang, Zhenyu Li |
| 2020 | ICCS | A Workload Division Differential Privacy Algorithm to Improve the Accuracy for Linear Computations. | Jun Li, Huan Ma, Guangjun Wu, Yanqin Zhang, Bingnan Ma, Zhen Hui, Lei Zhang, Bingqing Zhu |
| 2018 | ICPRAM | Joint Monocular 3D Car Shape Estimation and Landmark Localization via Cascaded Regression. | Yanan Miao, Huan Ma, Jia Cui, Xiaoming Tao |
| 2015 | ICIG | The Segmentation Interventricular Septum from MR Images. | Qian Zheng, Zhentai Lu, Minghui Zhang, Shengli Song, Huan Ma, Lujuan Deng, Zhifeng Zhang, Qianjin Feng, Wufan Chen |
| 2015 | UIC | SDN-Based ARP Attack Detection for Cloud Centers. | Huan Ma, Hao Ding, Yang Yang, Zhenqiang Mi, Miao Zhang |
| 2015 | UIC | A Study on Parallel Computation Based on Forward Modeling and Inversion Algorithm of 2D Magnetotelluric. | Mao Wang, Handong Tan, Changli Yao, Miaoxin Yang, Huan Ma |
| 2013 | COCOA | A Nash Equilibrium Based Algorithm for Mining Hidden Links in Social Networks. | Huan Ma, Zaixin Lu, Lidan Fan, Weili Wu, Deying Li, Yuqing Zhu |
| 2013 | ICDCS | Least Cost Rumor Blocking in Social Networks. | Lidan Fan, Zaixin Lu, Weili Wu, Bhavani Thuraisingham, Huan Ma, Yuanjun Bi |
| 2012 | INFOCOM | Energy efficient broadcast in multiradio multichannel wireless networks. | Changcun Ma, Deying Li, Hongwei Du, Huan Ma, Yuexuan Wang, Wonjun Lee |
| 2012 | INFOCOM | Minimum camera barrier coverage in wireless camera sensor networks. | Huan Ma, Meng Yang, Deying Li, Yi Hong, Wenping Chen |