Haotian Ma

23 papers A* 5B 1Journal 12Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Multi-Stage Large Language Model Framework for Extracting Suicide-Related Social Determinants of Health.
CoRR
Song Wang, Yishu Wei, Haotian Ma, Max Lovitt, Kelly Deng, Yuan Meng, Zihan Xu, Jingze Zhang, Yunyu Xiao, Ying Ding, Xuhai Xu, Joydeep Ghosh, Yifan Peng
2025 — conf
A Pilot Meta-Research on Evolving Evidence Behind Genetic Variant (Re)Classification.
MedInfo
Haotian Ma, Zihan Xu, Wendy K. Chung, Chunhua Weng, Yifan Peng
2025 J jnl
Enhanced YOLOv8 for efficient identification of salix cheilophila during stubble period.
Signal Image Video Process.
Haotian Ma, Zhigang Liu, Tianyou Song, Zhifei Zhao, Chenghui Pei, Shuhan Wang
2025 A* conf
GAP: a Global Adaptive Pruning Method for Large Language Models.
EMNLP
Zhihua Ban, Haotian Ma, Siheng Zhang, Shengyu Liu, Xichen Chen, Ming Yang
2025 — conf
Natural Language Processing in Support of Evidence-based Medicine: A Scoping Review.
ACL (Findings)
Zihan Xu, Haotian Ma, Yihao Ding, Gongbo Zhang, Chunhua Weng, Yifan Peng
2025 J jnl
Natural Language Processing in Support of Evidence-based Medicine: A Scoping Review.
CoRR
Zihan Xu, Haotian Ma, Gongbo Zhang, Yihao Ding, Chunhua Weng, Yifan Peng
2025 J jnl
SDF-TopoNet: A Two-Stage Framework for Tubular Structure Segmentation via SDF Pre-training and Topology-Aware Fine-Tuning.
CoRR
Siyi Wu, Leyi Zhao, Haotian Ma, Xinyuan Song
2025 — conf
SegJointGene: Joint Cell Segmentation and Spatially Gene Prioritization by an Iterative Deep Learning Framework.
BCB
Haotian Ma, Daifeng Wang
2024 B conf
Suicide Risk Assessment on Social Media with Semi-Supervised Learning.
IEEE Big Data
Max Lovitt, Haotian Ma, Song Wang, Yifan Peng
2024 J jnl
Suicide Risk Assessment on Social Media with Semi-Supervised Learning.
CoRR
Max Lovitt, Haotian Ma, Song Wang, Yifan Peng
2023 — conf
GLogS: Interactive Graph Pattern Matching Query At Large Scale.
USENIX ATC
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 A* conf
AutoWS-Bench-101: Benchmarking Automated Weak Supervision with 100 Labels.
NeurIPS
Nicholas Carl Roberts, Xintong Li, Tzu-Heng Huang, Dyah Adila, Spencer Schoenberg, Cheng-Yu Liu, Lauren Pick, Haotian Ma, Aws Albarghouthi, Frederic Sala
2022 J jnl
AutoWS-Bench-101: Benchmarking Automated Weak Supervision with 100 Labels.
CoRR
Nicholas Carl Roberts, Xintong Li, Tzu-Heng Huang, Dyah Adila, Spencer Schoenberg, Cheng-Yu Liu, Lauren Pick, Haotian Ma, Aws Albarghouthi, Frederic Sala
2022 A* conf
Quantification and Analysis of Layer-wise and Pixel-wise Information Discarding.
ICML
Haotian Ma, Hao Zhang, Fan Zhou, Yinqing Zhang, Quanshi Zhang
2020 J jnl
Deep Quaternion Features for Privacy Protection.
CoRR
Hao Zhang, Yiting Chen, Liyao Xiang, Haotian Ma, Jie Shi, Quanshi Zhang
2020 A* conf
Interpretable Complex-Valued Neural Networks for Privacy Protection.
ICLR
Liyao Xiang, Hao Zhang, Haotian Ma, Yifan Zhang, Jie Ren, Quanshi Zhang
2020 J jnl
Rotation-Equivariant Neural Networks for Privacy Protection.
CoRR
Hao Zhang, Yiting Chen, Haotian Ma, Xu Cheng, Qihan Ren, Liyao Xiang, Jie Shi, Quanshi Zhang
2019 J jnl
Complex-Valued Neural Networks for Privacy Protection.
CoRR
Liyao Xiang, Haotian Ma, Hao Zhang, Yifan Zhang, Quanshi Zhang
2019 J jnl
Explaining AlphaGo: Interpreting Contextual Effects in Neural Networks.
CoRR
Zenan Ling, Haotian Ma, Yu Yang, Robert C. Qiu, Song-Chun Zhu, Quanshi Zhang
2019 A* conf
Interpreting CNNs via Decision Trees.
CVPR
Quanshi Zhang, Yu Yang, Haotian Ma, Ying Nian Wu
2019 J jnl
Quantifying Layerwise Information Discarding of Neural Networks.
CoRR
Haotian Ma, Yinqing Zhang, Fan Zhou, Quanshi Zhang
2019 J jnl
Visual graph mining for graph matching.
Comput. Vis. Image Underst.
Quanshi Zhang, Xuan Song, Yu Yang, Haotian Ma, Ryosuke Shibasaki
2017 — conf
Design and Development of Intelligent Learning Companion for Primary School Students Based on the Tour of Well-Known Scenic Spots in Beijing.
HCI (26)
Yujun Wang, Haotian Ma, Chengyu Li, Feng-Kuang Chiang