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publications
Prompt-SAW: Leveraging Relation-Aware Graphs for Textual Prompt Compression
Published in arXiv, 2024
Muhammad Asif Ali, Zhengping Li, Shu Yang, Keyuan Cheng, Yang Cao, Tianhao Huang, Guimin Hu, Weimin Lyu, Lijie Hu, Lu Yu, Di Wang
Learning Time Slot Preferences via Mobility Tree for Next POI Recommendation
Published in AAAI, 2024
Tianhao Huang†, Xuan Pan†, Xiangrui Cai‡, Ying Zhang, Xiaojie Yuan
Private Language Models via Truncated Laplacian Mechanism
Published in EMNLP, 2024 Oral
Tianhao Huang†, Tao Yang†, Ivan Habernal, Lijie Hu, Di Wang‡
Faithful Interpretation for Graph Neural Networks
Published in TMLR, 2025
Lijie Hu†, Tianhao Huang†, Lu Yu, Wanyu Lin, Tianhang Zheng, Di Wang‡
Semi-supervised Concept Bottleneck Models
Published in ICCV, 2025
Lijie Hu†, Tianhao Huang†, Huanyi Xie, Xilin Gong, Chenyang Ren, Zhengyu Hu, Lu Yu, Ping Ma, Di Wang‡
Efficient Text-Attributed Graph Learning through Selective Annotation and Graph Alignment
Published in TMLR, 2026
Huanyi Xie, Lu Yu, Tianhao Huang, Longfei Li, Meng Li, Jun Zhou, Lijie Hu, Di Wang
Towards Representation Backdoor on CLIP via Concept Confusion
Published in TMLR, 2026
Junchi Liao, Weimin Lyu, Lijie Hu, Shaopeng Fu, Tianhao Huang, Shu Yang, Jie Li, Di Wang
Calibrated Target-Aware Data Selection for Continual Mid-Training in Streams
Published in ICML Workshop, 2026
Ke Wan, Tianyi Zhao, Tianhao Huang, Guanghui Min, Chen Chen
Bridging Dynamics and Data: A Unified Diffusion Framework for Mechanistically-Informed Epidemic Forecasting
Published in ICML, 2026
Guanghui Min, Tianhao Huang, Ke Wan, Qi R. Wang, Chen Chen
GIST: Targeted Data Selection for Instruction Tuning via Coupled Optimization Geometry
Published in ICML, 2026
Guanghui Min, Tianhao Huang, Ke Wan, Chen Chen
Uncovering Latent Communication Patterns in Brain Networks via Adaptive Flow Routing
Published in ICML, 2026
Tianhao Huang, Guanghui Min, Zhenyu Lei, Aiying Zhang, Chen Chen
talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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