Fan, Kai

15 publications

ICML 2025 C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation Guoxin Chen, Minpeng Liao, Peiying Yu, Dingmin Wang, Zile Qiao, Chao Yang, Xin Zhao, Kai Fan

NeurIPS 2024 AlphaMath Almost Zero: Process Supervision Without Process Guoxin Chen, Minpeng Liao, Chengxi Li, Kai Fan

AAAI 2024 Divergence-Guided Simultaneous Speech Translation Xinjie Chen, Kai Fan, Wei Luo, Linlin Zhang, Libo Zhao, Xinggao Liu, Zhongqiang Huang

IJCAI 2022 Cross-Modal Representation Learning and Relation Reasoning for Bidirectional Adaptive Manipulation Lei Li, Kai Fan, Chun Yuan

AAAI 2019 "Bilingual Expert" Can Find Translation Errors Kai Fan, Jiayi Wang, Bo Li, Fengming Zhou, Boxing Chen, Luo Si

AAAI 2019 Improving Distantly Supervised Relation Extraction with Neural Noise Converter and Conditional Optimal Selector Shanchan Wu, Kai Fan, Qiong Zhang

AAAI 2018 Zero-Shot Learning via Class-Conditioned Deep Generative Models Wenlin Wang, Yunchen Pu, Vinay Kumar Verma, Kai Fan, Yizhe Zhang, Changyou Chen, Piyush Rai, Lawrence Carin

ICML 2017 Adversarial Feature Matching for Text Generation Yizhe Zhang, Zhe Gan, Kai Fan, Zhi Chen, Ricardo Henao, Dinghan Shen, Lawrence Carin

NeurIPS 2017 An Inner-Loop Free Solution to Inverse Problems Using Deep Neural Networks Kai Fan, Qi Wei, Lawrence Carin, Katherine A. Heller

AAAI 2016 A Unifying Variational Inference Framework for Hierarchical Graph-Coupled HMM with an Application to Influenza Infection Kai Fan, Chunyuan Li, Katherine A. Heller

JMLR 2016 Differentially Private Data Releasing for Smooth Queries Ziteng Wang, Chi Jin, Kai Fan, Jiaqi Zhang, Junliang Huang, Yiqiao Zhong, Liwei Wang

AAAI 2016 High-Order Stochastic Gradient Thermostats for Bayesian Learning of Deep Models Chunyuan Li, Changyou Chen, Kai Fan, Lawrence Carin

NeurIPS 2016 Towards Unifying Hamiltonian Monte Carlo and Slice Sampling Yizhe Zhang, Xiangyu Wang, Changyou Chen, Ricardo Henao, Kai Fan, Lawrence Carin

NeurIPS 2015 Fast Second Order Stochastic Backpropagation for Variational Inference Kai Fan, Ziteng Wang, Jeff Beck, James Kwok, Katherine A. Heller

NeurIPS 2013 Efficient Algorithm for Privately Releasing Smooth Queries Ziteng Wang, Kai Fan, Jiaqi Zhang, Liwei Wang