Hierarchical Graph-Coupled HMMs for Heterogeneous Personalized Health Data. - Kai Fan 002; Marisa C. Eisenberg; Alison Walsh; Allison Aiello; Katherine A. Heller (KDD, 2015)

Fast Second Order Stochastic Backpropagation for Variational Inference. - Kai Fan 002; Ziteng Wang; Jeffrey M. Beck; James T. Kwok; Katherine A. Heller (NIPS, 2015)

A Unifying Variational Inference Framework for Hierarchical Graph-Coupled HMM with an Application to Influenza Infection. - Kai Fan 002; Chunyuan Li; Katherine A. Heller (AAAI, 2016)

High-Order Stochastic Gradient Thermostats for Bayesian Learning of Deep Models. - Chunyuan Li; Changyou Chen; Kai Fan 002; Lawrence Carin (AAAI, 2016)

Triply Stochastic Variational Inference for Non-linear Beta Process Factor Analysis. - Kai Fan 002; Yizhe Zhang 002; Ricardo Henao; Katherine A. Heller (ICDM, 2016)

Towards Unifying Hamiltonian Monte Carlo and Slice Sampling. - Yizhe Zhang 002; Xiangyu Wang 006; Changyou Chen; Ricardo Henao; Kai Fan 002; Lawrence Carin (NIPS, 2016)

Boosting Variational Inference. - Fangjian Guo; Xiangyu Wang 006; Kai Fan 002; Tamara Broderick; David B. Dunson (CoRR, 2016)

Adversarial Feature Matching for Text Generation. - Yizhe Zhang 002; Zhe Gan; Kai Fan 002; Zhi Chen 009; Ricardo Henao; Dinghan Shen; Lawrence Carin (ICML, 2017)

An inner-loop free solution to inverse problems using deep neural networks. - Kai Fan 002; Qi Wei; Lawrence Carin; Katherine A. Heller (NIPS, 2017)

InverseNet: Solving Inverse Problems with Splitting Networks. - Kai Fan 002; Qi Wei; Wenlin Wang; Amit Chakraborty; Katherine A. Heller (CoRR, 2017)

Deep Generative Models and Biological Applications. - Kai Fan 002 (2017)

Zero-Shot Learning via Class-Conditioned Deep Generative Models. - Wenlin Wang; Yunchen Pu; Vinay Kumar Verma; Kai Fan 002; Yizhe Zhang 002; Changyou Chen; Piyush Rai; Lawrence Carin (AAAI, 2018)

Alibaba Speech Translation Systems for IWSLT 2018. - Nguyen Bach; Hongjie Chen 001; Kai Fan 002; Cheung-Chi Leung; Bo Li 121; Chongjia Ni; Rong Tong; Pei Zhang 011; Boxing Chen; Bin Ma 001; Fei Huang 002 (IWSLT, 2018)

Alibaba Submission for WMT18 Quality Estimation Task. - Jiayi Wang; Kai Fan 002; Bo Li 121; Fengming Zhou; Boxing Chen; Yangbin Shi; Luo Si (WMT (shared task), 2018)

"Bilingual Expert" Can Find Translation Errors. - Kai Fan 002; Bo Li 121; Fengming Zhou; Jiayi Wang (CoRR, 2018)

"Bilingual Expert" Can Find Translation Errors. - Kai Fan 002; Jiayi Wang; Bo Li 121; 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 002; Qiong Zhang (AAAI, 2019)

Lattice Transformer for Speech Translation. - Pei Zhang 011; Niyu Ge; Boxing Chen; Kai Fan 002 (ACL (1), 2019)

Unsupervised Multi-Modal Neural Machine Translation. - Yuanhang Su; Kai Fan 002; Nguyen Bach; C.-C. Jay Kuo; Fei Huang 002 (CVPR, 2019)

InverseNet: Solving Inverse Problems of Multimedia Data with Splitting Networks. - Qi Wei; Kai Fan 002; Wenlin Wang; Tianhang Zheng; Amit Chakraborty; Katherine A. Heller; Changyou Chen; Kui Ren 001 (ICME, 2019)

Neural Zero-Inflated Quality Estimation Model For Automatic Speech Recognition System. - Kai Fan 002; Jiayi Wang; Bo Li 121; Boxing Chen; Niyu Ge (CoRR, 2019)

Computer Assisted Translation with Neural Quality Estimation and Auotmatic Post-Editing. - Ke Wang; Jiayi Wang; Niyu Ge; Yangbin Shi; Yu Zhao; Kai Fan 002 (EMNLP (Findings), 2020)

Long-Short Term Masking Transformer: A Simple but Effective Baseline for Document-level Neural Machine Translation. - Pei Zhang 011; Boxing Chen; Niyu Ge; Kai Fan 002 (EMNLP (1), 2020)

Neural Zero-Inflated Quality Estimation Model for Automatic Speech Recognition System. - Kai Fan 002; Bo Li 121; Jiayi Wang; Shiliang Zhang; Boxing Chen; Niyu Ge; Zhijie Yan (INTERSPEECH, 2020)

A Practical Framework for Relation Extraction with Noisy Labels Based on Doubly Transitional Loss. - Shanchan Wu; Kai Fan 002 (CoRR, 2020)

Computer Assisted Translation with Neural Quality Estimation and Automatic Post-Editing. - Jiayi Wang; Ke Wang; Niyu Ge; Yangbing Shi; Yu Zhao; Kai Fan 002 (CoRR, 2020)

Manifold Adversarial Augmentation for Neural Machine Translation. - Guandan Chen; Kai Fan 002; Kaibo Zhang; Boxing Chen; Zhongqiang Huang (ACL/IJCNLP (Findings), 2021)

Explore Hierarchical Relations Reasoning and Global Information Aggregation. - Lei Li 051; Chun Yuan; Kai Fan 002 (ICDAR (1), 2021)

Bridging the Gap: Cross-Lingual Summarization with Compression Rate. - Yu Bai 018; Heyan Huang; Kai Fan 002; Yang Gao 016; Zewen Chi; Boxing Chen (CoRR, 2021)

Structural Supervision for Word Alignment and Machine Translation. - Lei Li 051; Kai Fan 002; Hongjia Li; Chun Yuan (ACL (Findings), 2022)

Efficient Cluster-Based k-Nearest-Neighbor Machine Translation. - Dexin Wang; Kai Fan 002; Boxing Chen; Deyi Xiong (ACL (1), 2022)

Competency-Aware Neural Machine Translation: Can Machine Translation Know its Own Translation Quality? - Pei Zhang 011; Baosong Yang; Haoran Wei; Dayiheng Liu; Kai Fan 002; Luo Si; Jun Xie (EMNLP, 2022)

Cross-modal Representation Learning and Relation Reasoning for Bidirectional Adaptive Manipulation. - Lei Li 051; Kai Fan 002; Chun Yuan (IJCAI, 2022)

Unifying Cross-lingual Summarization and Machine Translation with Compression Rate. - Yu Bai 018; Heyan Huang; Kai Fan 002; Yang Gao 016; Yiming Zhu; Jiaao Zhan; Zewen Chi; Boxing Chen (SIGIR, 2022)

Efficient Cluster-Based k-Nearest-Neighbor Machine Translation. - Dexin Wang; Kai Fan 002; Boxing Chen; Deyi Xiong (CoRR, 2022)

Better Simultaneous Translation with Monotonic Knowledge Distillation. - Shushu Wang; Jing Wu; Kai Fan 002; Wei Luo; Jun Xiao; Zhongqiang Huang (ACL (1), 2023)

A Simple Concatenation can Effectively Improve Speech Translation. - Linlin Zhang; Kai Fan 002; Boxing Chen; Luo Si (ACL (2), 2023)

Translate the Beauty in Songs: Jointly Learning to Align Melody and Translate Lyrics. - Chengxi Li 002; Kai Fan 002; Jiajun Bu; Boxing Chen; Zhongqiang Huang; Zhi Yu (EMNLP (Findings), 2023)

Adapting Offline Speech Translation Models for Streaming with Future-Aware Distillation and Inference. - Biao Fu; Minpeng Liao; Kai Fan 002; Zhongqiang Huang; Boxing Chen; Yidong Chen 001; Xiaodong Shi (EMNLP, 2023)

Towards Zero-shot Learning for End-to-end Cross-modal Translation Models. - Jichen Yang; Kai Fan 002; Minpeng Liao; Boxing Chen; Zhongqiang Huang (EMNLP (Findings), 2023)

Training Simultaneous Speech Translation with Robust and Random Wait-k-Tokens Strategy. - Linlin Zhang; Kai Fan 002; Jiajun Bu; Zhongqiang Huang (EMNLP, 2023)

Adaptive Policy with Wait-k Model for Simultaneous Translation. - Libo Zhao; Kai Fan 002; Wei Luo; Jing Wu; Shushu Wang; Ziqian Zeng; Zhongqiang Huang (EMNLP, 2023)

Neural Machine Translation with Dynamic Graph Convolutional Decoder. - Lei Li 051; Kai Fan 002; Lingyu Yang; Hongjia Li; Chun Yuan (CoRR, 2023)

StrokeNet: Stroke Assisted and Hierarchical Graph Reasoning Networks. - Lei Li 051; Kai Fan 002; Chun Yuan (IEEE Trans. Multim., 2023)

Divergence-Guided Simultaneous Speech Translation. - Xinjie Chen; Kai Fan 002; Wei Luo; Linlin Zhang; Libo Zhao; Xinggao Liu; Zhongqiang Huang (AAAI, 2024)

wav2vec-S: Adapting Pre-trained Speech Models for Streaming. - Biao Fu; Kai Fan 002; Minpeng Liao; Yidong Chen 001; Xiaodong Shi; Zhongqiang Huang (ACL (Findings), 2024)

MARIO: MAth Reasoning with code Interpreter Output - A Reproducible Pipeline. - Minpeng Liao; Chengxi Li 014; Wei Luo; Jing Wu; Kai Fan 002 (ACL (Findings), 2024)

Step-level Value Preference Optimization for Mathematical Reasoning. - Guoxin Chen; Minpeng Liao; Chengxi Li 014; Kai Fan 002 (EMNLP (Findings), 2024)

AnyTrans: Translate AnyText in the Image with Large Scale Models. - Zhipeng Qian; Pei Zhang 011; Baosong Yang; Kai Fan 002; Yiwei Ma; Derek F. Wong; Xiaoshuai Sun; Rongrong Ji (EMNLP (Findings), 2024)

AlphaMath Almost Zero: Process Supervision without Process. - Guoxin Chen; Minpeng Liao; Chengxi Li 014; Kai Fan 002 (NeurIPS, 2024)

MARIO Eval: Evaluate Your Math LLM with your Math LLM-A mathematical dataset evaluation toolkit. - Boning Zhang; Chengxi Li 014; Kai Fan 002 (CoRR, 2024)

Fixing Distribution Shifts of LLM Self-Critique via On-Policy Self-Play Training. - Rong Bao; Donglei Yu; Kai Fan 002; Minpeng Liao (ACL (1), 2025)

LLMs Can Achieve High-quality Simultaneous Machine Translation as Efficiently as Offline. - Biao Fu; Minpeng Liao; Kai Fan 002; Chengxi Li 014; Liang Zhang; Yidong Chen 001; Xiaodong Shi (ACL (Findings), 2025)

Improve Speech Translation Through Text Rewrite. - Jing Wu; Shushu Wang; Kai Fan 002; Wei Luo; Minpeng Liao; Zhongqiang Huang (COLING (Industry), 2025)

Markov Chain of Thought for Efficient Mathematical Reasoning. - Wen Yang; Minpeng Liao; Kai Fan 002 (NAACL (Long Papers), 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 002 (CoRR, 2025)

Efficient and Adaptive Simultaneous Speech Translation with Fully Unidirectional Architecture. - Biao Fu; Donglei Yu; Minpeng Liao; Chengxi Li 014; Yidong Chen 001; Kai Fan 002; Xiaodong Shi (CoRR, 2025)

From Data-Centric to Sample-Centric: Enhancing LLM Reasoning via Progressive Optimization. - Xinjie Chen; Minpeng Liao; Guoxin Chen; Chengxi Li 014; Biao Fu; Kai Fan 002; Xinggao Liu (CoRR, 2025)