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 (HCI (26), 2017)

Interpreting CNNs via Decision Trees. - Quanshi Zhang; Yu Yang 007; Haotian Ma; Ying Nian Wu (CVPR, 2019)

Explaining AlphaGo: Interpreting Contextual Effects in Neural Networks. - Zenan Ling; Haotian Ma; Yu Yang 007; Robert C. Qiu; Song-Chun Zhu; Quanshi Zhang (CoRR, 2019)

Complex-Valued Neural Networks for Privacy Protection. - Liyao Xiang; Haotian Ma; Hao Zhang 063; Yifan Zhang; Quanshi Zhang (CoRR, 2019)

Quantifying Layerwise Information Discarding of Neural Networks. - Haotian Ma; Yinqing Zhang; Fan Zhou; Quanshi Zhang (CoRR, 2019)

Visual graph mining for graph matching. - Quanshi Zhang; Xuan Song 001; Yu Yang 007; Haotian Ma; Ryosuke Shibasaki (Comput. Vis. Image Underst., 2019)

Interpretable Complex-Valued Neural Networks for Privacy Protection. - Liyao Xiang; Hao Zhang 063; Haotian Ma; Yifan Zhang; Jie Ren 018; Quanshi Zhang (ICLR, 2020)

Forecasting of Wind Capacity Ramp Events Using Typical Event Clustering Identification. - Jiang Li 003; Tianyu Song; Bo Liu 036; Haotian Ma; Jikai Chen; Yujian Cheng (IEEE Access, 2020)

Generalized Benders Decomposition Based Dynamic Optimal Power Flow Considering Discrete and Continuous Decision Variables. - Bo Liu 036; Jiang Li 003; Haotian Ma; Yiying Liu (IEEE Access, 2020)

Economic Dispatch of Combined Heat and Power Energy Systems Using Electric Boiler to Accommodate Wind Power. - Bo Liu 036; Jiang Li 003; Shuo Zhang; Manling Gao; Haotian Ma; Guoqing Li; Chenghong Gu (IEEE Access, 2020)

Deep Quaternion Features for Privacy Protection. - Hao Zhang 063; Yiting Chen 003; Liyao Xiang; Haotian Ma; Jie Shi; Quanshi Zhang (CoRR, 2020)

Rotation-Equivariant Neural Networks for Privacy Protection. - Hao Zhang 063; Yiting Chen 003; Haotian Ma; Xu Cheng 005; Qihan Ren; Liyao Xiang; Jie Shi; Quanshi Zhang (CoRR, 2020)

A Parallel Simulation Method for Active Distribution Network Transient Process Based on Real-Time Simulator. - Haotian Ma; Keyan Liu; Wanxing Sheng (AsiaSim (2), 2022)

Quantification and Analysis of Layer-wise and Pixel-wise Information Discarding. - Haotian Ma; Hao Zhang 063; Fan Zhou; Yinqing Zhang; Quanshi Zhang (ICML, 2022)

AutoWS-Bench-101: Benchmarking Automated Weak Supervision with 100 Labels. - Nicholas Carl Roberts; Xintong Li 001; Tzu-Heng Huang; Dyah Adila; Spencer Schoenberg; Cheng-Yu Liu 002; Lauren Pick; Haotian Ma; Aws Albarghouthi; Frederic Sala (NeurIPS, 2022)

Voltage Estimation Method for Distribution Network Based on Wiener Filter. - Haotian Ma; Wanxing Sheng; Keyan Liu; Kaiyuan He (iSPEC, 2023)

GLogS: Interactive Graph Pattern Matching Query At Large Scale. - Longbin Lai; Yufan Yang; Zhibin Wang 002; Yuxuan Liu; Haotian Ma; Sijie Shen; Bingqing Lyu; Xiaoli Zhou; Wenyuan Yu; Zhengping Qian; Chen Tian 001; Sheng Zhong 002; et al. (USENIX ATC, 2023)

A Distribution Network State Estimation Method With Non-Gaussian Noise Based on Parallel Particle Filter. - Haotian Ma; Wanxing Sheng; Keyan Liu (IEEE Access, 2023)

Transferable Black-Box Attack Against Face Recognition With Spatial Mutable Adversarial Patch. - Haotian Ma; Ke Xu 003; Xinghao Jiang; Zeyu Zhao; Tanfeng Sun (IEEE Trans. Inf. Forensics Secur., 2023)

Suicide Risk Assessment on Social Media with Semi-Supervised Learning. - Max Lovitt; Haotian Ma; Song Wang 026; Yifan Peng 002 (IEEE Big Data, 2024)

Natural Language Processing in Support of Evidence-based Medicine: A Scoping Review. - Zihan Xu; Haotian Ma; Yihao Ding; Gongbo Zhang; Chunhua Weng; Yifan Peng 002 (ACL (Findings), 2025)

SDF-TopoNet: A Two-Stage Framework for Tubular Structure Segmentation via SDF Pre-training and Topology-Aware Fine-Tuning. - Siyi Wu; Leyi Zhao; Haotian Ma; Xinyuan Song (CoRR, 2025)

A Multi-Stage Large Language Model Framework for Extracting Suicide-Related Social Determinants of Health. - Song Wang 026; Yishu Wei; Haotian Ma; Max Lovitt; Kelly Deng; Yuan Meng; Zihan Xu; Jingze Zhang; Yunyu Xiao; Ying Ding 001; Xuhai Xu; Joydeep Ghosh; et al. (CoRR, 2025)

Enhanced YOLOv8 for efficient identification of salix cheilophila during stubble period. - Haotian Ma; Zhigang Liu; Tianyou Song; Zhifei Zhao; Chenghui Pei; Shuhan Wang (Signal Image Video Process., 2025)