Portfolio item number 1
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Posts by Collection
portfolio
Portfolio item number 2
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publications
DF2: Distribution-Free Decision-Focused Learning
Published in preprint, 2023
Lingkai Kong, Wenhao Mu, Jiaming Cui, Yuchen Zhuang, B Aditya Prakash, Bo Dai, Chao Zhang
MUBen: benchmarking the uncertainty of pre-trained models for molecular property prediction
Published in Transactions on Machine Learning Research (TMLR), NeurIPS Workshop on AI4Science, 2023
Yinghao Li, Lingkai Kong, Yuanqi Du, Yue Yu, Yuchen Zhuang, Wenhao Mu, Chao Zhang
Two Birds with One Stone: Enhancing Uncertainty Quantification and Interpretability with Graph Functional Neural Process
Published in Artificial Intelligence and Statistics (AISTATS), 2024
Lingkai Kong, Haotian Sun, Yuchen Zhuang, Haorui Wang, Wenhao Mu, Chao Zhang
Aligning Large Language Models with Representation Editing: A Control Perspective
Published in Advances in Neural Information Processing Systems (NeurIPS), 2024
Lingkai Kong*, Haorui Wang*, Wenhao Mu*, Yuanqi Du, Yuchen Zhuang, Yifei Zhou, Yue Song, Rongzhi Zhang, Kai Wang, Chao Zhang
Diffusion models as constrained samplers for optimization with unknown constraints
Published in Artificial Intelligence and Statistics (AISTATS), 2025
Lingkai Kong*, Yuanqi Du*, Wenhao Mu*, Kirill Neklyudov, Valentin De Bortoli, Dongxia Wu, Haorui Wang, Aaron Ferber, Yi-An Ma, Carla P Gomes, Chao Zhang
Counterfactual probabilistic diffusion with expert models
Published in Arxiv, 2026
Wenhao Mu*, Zhi Cao, Mehmed Uludag, Alexander Rodríguez
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 2
Workshop, University 1, Department, 2015
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Teaching experience 2
Workshop, University 1, Department, 2015
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