| 2026 | ICS | HoloGraph: Bridging the Throughput Gap in Heterogeneous Graph Pattern Matching via Workload-Aware Steering. | Haotian Ma, Wei-Chung Hsu, Yeh-Ching Chung |
| 2026 | TEI | Augmented Assembly: Object Recognition and Hand Tracking for Adaptive Assembly Instructions in Augmented Reality. | Alexander Htet Kyaw, Haotian Ma, Sasa Zivkovic, Jenny Sabin |
| 2025 | ACL | Natural Language Processing in Support of Evidence-based Medicine: A Scoping Review. | Zihan Xu, Haotian Ma, Yihao Ding, Gongbo Zhang, Chunhua Weng, Yifan Peng |
| 2025 | EMNLP | GAP: a Global Adaptive Pruning Method for Large Language Models. | Zhihua Ban, Haotian Ma, Siheng Zhang, Shengyu Liu, Xichen Chen, Ming Yang |
| 2023 | USENIX | GLogS: Interactive Graph Pattern Matching Query At Large Scale. | Longbin Lai, Yufan Yang, Zhibin Wang, Yuxuan Liu, Haotian Ma, Sijie Shen, Bingqing Lyu, Xiaoli Zhou, Wenyuan Yu, Zhengping Qian, Chen Tian, Sheng Zhong, Yeh-Ching Chung, Jingren Zhou |
| 2022 | ICML | Quantification and Analysis of Layer-wise and Pixel-wise Information Discarding. | Haotian Ma, Hao Zhang, Fan Zhou, Yinqing Zhang, Quanshi Zhang |
| 2020 | ICLR | Interpretable Complex-Valued Neural Networks for Privacy Protection. | Liyao Xiang, Hao Zhang, Haotian Ma, Yifan Zhang, Jie Ren, Quanshi Zhang |
| 2019 | CVPR | Interpreting CNNs via Decision Trees. | Quanshi Zhang, Yu Yang, Haotian Ma, Ying Nian Wu |
| 2017 | HCI | Design and Development of Intelligent Learning Companion for Primary School Students Based on the Tour of Well-Known Scenic Spots in Beijing. | Yujun Wang, Haotian Ma, Chengyu Li, Feng-Kuang Chiang |