Kai Fan

81 papers A* 19A 2Journal 34Unranked 25
YearRankTypeTitle / Venue / Authors
2026 A* conf
Efficient and Adaptive Simultaneous Speech Translation with Fully Unidirectional Architecture.
AAAI
Biao Fu, Donglei Yu, Minpeng Liao, Chengxi Li, Xinjie Chen, Yidong Chen, Kai Fan, Xiaodong Shi
2025 A* conf
C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation.
ICML
Guoxin Chen, Minpeng Liao, Peiying Yu, Dingmin Wang, Zile Qiao, Chao Yang, Xin Zhao, Kai Fan
2025 J jnl
C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation.
CoRR
Guoxin Chen, Minpeng Liao, Peiying Yu, Dingmin Wang, Zile Qiao, Chao Yang, Xin Zhao, Kai Fan
2025 J jnl
Efficient and Adaptive Simultaneous Speech Translation with Fully Unidirectional Architecture.
CoRR
Biao Fu, Donglei Yu, Minpeng Liao, Chengxi Li, Yidong Chen, Kai Fan, Xiaodong Shi
2025 — conf
Fixing Distribution Shifts of LLM Self-Critique via On-Policy Self-Play Training.
ACL (1)
Rong Bao, Donglei Yu, Kai Fan, Minpeng Liao
2025 J jnl
From Data-Centric to Sample-Centric: Enhancing LLM Reasoning via Progressive Optimization.
CoRR
Xinjie Chen, Minpeng Liao, Guoxin Chen, Chengxi Li, Biao Fu, Kai Fan, Xinggao Liu
2025 — conf
Improve Speech Translation Through Text Rewrite.
COLING (Industry)
Jing Wu, Shushu Wang, Kai Fan, Wei Luo, Minpeng Liao, Zhongqiang Huang
2025 — conf
LLMs Can Achieve High-quality Simultaneous Machine Translation as Efficiently as Offline.
ACL (Findings)
Biao Fu, Minpeng Liao, Kai Fan, Chengxi Li, Liang Zhang, Yidong Chen, Xiaodong Shi
2025 J jnl
LLMs Can Achieve High-quality Simultaneous Machine Translation as Efficiently as Offline.
CoRR
Biao Fu, Minpeng Liao, Kai Fan, Chengxi Li, Liang Zhang, Yidong Chen, Xiaodong Shi
2025 J jnl
MARS: Optimizing Dual-System Deep Research via Multi-Agent Reinforcement Learning.
CoRR
Guoxin Chen, Zile Qiao, Wenqing Wang, Donglei Yu, Xuanzhong Chen, Hao Sun, Minpeng Liao, Kai Fan, Yong Jiang, Penguin Xie, Wayne Xin Zhao, Ruihua Song, Fei Huang
2025 — conf
Markov Chain of Thought for Efficient Mathematical Reasoning.
NAACL (Long Papers)
Wen Yang, Minpeng Liao, Kai Fan
2025 J jnl
ReForm: Reflective Autoformalization with Prospective Bounded Sequence Optimization.
CoRR
Guoxin Chen, Jing Wu, Xinjie Chen, Wayne Xin Zhao, Ruihua Song, Chengxi Li, Kai Fan, Dayiheng Liu, Minpeng Liao
2024 A* conf
AlphaMath Almost Zero: Process Supervision without Process.
NeurIPS
Guoxin Chen, Minpeng Liao, Chengxi Li, Kai Fan
2024 J jnl
AlphaMath Almost Zero: process Supervision without process.
CoRR
Guoxin Chen, Minpeng Liao, Chengxi Li, Kai Fan
2024 — conf
AnyTrans: Translate AnyText in the Image with Large Scale Models.
EMNLP (Findings)
Zhipeng Qian, Pei Zhang, Baosong Yang, Kai Fan, Yiwei Ma, Derek F. Wong, Xiaoshuai Sun, Rongrong Ji
2024 J jnl
AnyTrans: Translate AnyText in the Image with Large Scale Models.
CoRR
Zhipeng Qian, Pei Zhang, Baosong Yang, Kai Fan, Yiwei Ma, Derek F. Wong, Xiaoshuai Sun, Rongrong Ji
2024 A* conf
Divergence-Guided Simultaneous Speech Translation.
AAAI
Xinjie Chen, Kai Fan, Wei Luo, Linlin Zhang, Libo Zhao, Xinggao Liu, Zhongqiang Huang
2024 J jnl
MARIO Eval: Evaluate Your Math LLM with your Math LLM-A mathematical dataset evaluation toolkit.
CoRR
Boning Zhang, Chengxi Li, Kai Fan
2024 — conf
MARIO: MAth Reasoning with code Interpreter Output - A Reproducible Pipeline.
ACL (Findings)
Minpeng Liao, Chengxi Li, Wei Luo, Jing Wu, Kai Fan
2024 J jnl
MARIO: MAth Reasoning with code Interpreter Output - A Reproducible Pipeline.
CoRR
Minpeng Liao, Wei Luo, Chengxi Li, Jing Wu, Kai Fan
2024 J jnl
Markov Chain of Thought for Efficient Mathematical Reasoning.
CoRR
Wen Yang, Kai Fan, Minpeng Liao
2024 — conf
Step-level Value Preference Optimization for Mathematical Reasoning.
EMNLP (Findings)
Guoxin Chen, Minpeng Liao, Chengxi Li, Kai Fan
2024 J jnl
Step-level Value Preference Optimization for Mathematical Reasoning.
CoRR
Guoxin Chen, Minpeng Liao, Chengxi Li, Kai Fan
2024 — conf
wav2vec-S: Adapting Pre-trained Speech Models for Streaming.
ACL (Findings)
Biao Fu, Kai Fan, Minpeng Liao, Yidong Chen, Xiaodong Shi, Zhongqiang Huang
2023 — conf
A Simple Concatenation can Effectively Improve Speech Translation.
ACL (2)
Linlin Zhang, Kai Fan, Boxing Chen, Luo Si
2023 A* conf
Adapting Offline Speech Translation Models for Streaming with Future-Aware Distillation and Inference.
EMNLP
Biao Fu, Minpeng Liao, Kai Fan, Zhongqiang Huang, Boxing Chen, Yidong Chen, Xiaodong Shi
2023 J jnl
Adapting Offline Speech Translation Models for Streaming with Future-Aware Distillation and Inference.
CoRR
Biao Fu, Kai Fan, Minpeng Liao, Zhongqiang Huang, Boxing Chen, Yidong Chen, Xiaodong Shi
2023 J jnl
Adaptive Policy with Wait-$k$ Model for Simultaneous Translation.
CoRR
Libo Zhao, Kai Fan, Wei Luo, Jing Wu, Shushu Wang, Ziqian Zeng, Zhongqiang Huang
2023 A* conf
Adaptive Policy with Wait-k Model for Simultaneous Translation.
EMNLP
Libo Zhao, Kai Fan, Wei Luo, Jing Wu, Shushu Wang, Ziqian Zeng, Zhongqiang Huang
2023 — conf
Better Simultaneous Translation with Monotonic Knowledge Distillation.
ACL (1)
Shushu Wang, Jing Wu, Kai Fan, Wei Luo, Jun Xiao, Zhongqiang Huang
2023 J jnl
Neural Machine Translation with Dynamic Graph Convolutional Decoder.
CoRR
Lei Li, Kai Fan, Lingyu Yang, Hongjia Li, Chun Yuan
2023 J jnl
StrokeNet: Stroke Assisted and Hierarchical Graph Reasoning Networks.
IEEE Trans. Multim.
Lei Li, Kai Fan, Chun Yuan
2023 — conf
Towards Zero-shot Learning for End-to-end Cross-modal Translation Models.
EMNLP (Findings)
Jichen Yang, Kai Fan, Minpeng Liao, Boxing Chen, Zhongqiang Huang
2023 A* conf
Training Simultaneous Speech Translation with Robust and Random Wait-k-Tokens Strategy.
EMNLP
Linlin Zhang, Kai Fan, Jiajun Bu, Zhongqiang Huang
2023 — conf
Translate the Beauty in Songs: Jointly Learning to Align Melody and Translate Lyrics.
EMNLP (Findings)
Chengxi Li, Kai Fan, Jiajun Bu, Boxing Chen, Zhongqiang Huang, Zhi Yu
2023 J jnl
Translate the Beauty in Songs: Jointly Learning to Align Melody and Translate Lyrics.
CoRR
Chengxi Li, Kai Fan, Jiajun Bu, Boxing Chen, Zhongqiang Huang, Zhi Yu
2022 A* conf
Competency-Aware Neural Machine Translation: Can Machine Translation Know its Own Translation Quality?
EMNLP
Pei Zhang, Baosong Yang, Haoran Wei, Dayiheng Liu, Kai Fan, Luo Si, Jun Xie
2022 J jnl
Competency-Aware Neural Machine Translation: Can Machine Translation Know its Own Translation Quality?
CoRR
Pei Zhang, Baosong Yang, Haoran Wei, Dayiheng Liu, Kai Fan, Luo Si, Jun Xie
2022 A* conf
Cross-modal Representation Learning and Relation Reasoning for Bidirectional Adaptive Manipulation.
IJCAI
Lei Li, Kai Fan, Chun Yuan
2022 — conf
Efficient Cluster-Based
ACL (1)
Dexin Wang, Kai Fan, Boxing Chen, Deyi Xiong
2022 J jnl
Efficient Cluster-Based k-Nearest-Neighbor Machine Translation.
CoRR
Dexin Wang, Kai Fan, Boxing Chen, Deyi Xiong
2022 — conf
Structural Supervision for Word Alignment and Machine Translation.
ACL (Findings)
Lei Li, Kai Fan, Hongjia Li, Chun Yuan
2022 A* conf
Unifying Cross-lingual Summarization and Machine Translation with Compression Rate.
SIGIR
Yu Bai, Heyan Huang, Kai Fan, Yang Gao, Yiming Zhu, Jiaao Zhan, Zewen Chi, Boxing Chen
2021 J jnl
Bridging the Gap: Cross-Lingual Summarization with Compression Rate.
CoRR
Yu Bai, Heyan Huang, Kai Fan, Yang Gao, Zewen Chi, Boxing Chen
2021 — conf
Explore Hierarchical Relations Reasoning and Global Information Aggregation.
ICDAR (1)
Lei Li, Chun Yuan, Kai Fan
2021 — conf
Manifold Adversarial Augmentation for Neural Machine Translation.
ACL/IJCNLP (Findings)
Guandan Chen, Kai Fan, Kaibo Zhang, Boxing Chen, Zhongqiang Huang
2021 J jnl
StrokeNet: Stroke Assisted and Hierarchical Graph Reasoning Networks.
CoRR
Lei Li, Kai Fan, Chun Yuan
2020 J jnl
A Practical Framework for Relation Extraction with Noisy Labels Based on Doubly Transitional Loss.
CoRR
Shanchan Wu, Kai Fan
2020 — conf
Alibaba's Submission for the WMT 2020 APE Shared Task: Improving Automatic Post-Editing with Pre-trained Conditional Cross-Lingual BERT.
WMT@EMNLP
Jiayi Wang, Ke Wang, Kai Fan, Yuqi Zhang, Jun Lu, Xin Ge, Yangbin Shi, Yu Zhao
2020 — conf
Computer Assisted Translation with Neural Quality Estimation and Auotmatic Post-Editing.
EMNLP (Findings)
Ke Wang, Jiayi Wang, Niyu Ge, Yangbin Shi, Yu Zhao, Kai Fan
2020 J jnl
Computer Assisted Translation with Neural Quality Estimation and Automatic Post-Editing.
CoRR
Jiayi Wang, Ke Wang, Niyu Ge, Yangbing Shi, Yu Zhao, Kai Fan
2020 — conf
Long-Short Term Masking Transformer: A Simple but Effective Baseline for Document-level Neural Machine Translation.
EMNLP (1)
Pei Zhang, Boxing Chen, Niyu Ge, Kai Fan
2020 J jnl
Long-Short Term Masking Transformer: A Simple but Effective Baseline for Document-level Neural Machine Translation.
CoRR
Pei Zhang, Boxing Chen, Niyu Ge, Kai Fan
2020 A conf
Neural Zero-Inflated Quality Estimation Model for Automatic Speech Recognition System.
INTERSPEECH
Kai Fan, Bo Li, Jiayi Wang, Shiliang Zhang, Boxing Chen, Niyu Ge, Zhijie Yan
2019 A* conf
"Bilingual Expert" Can Find Translation Errors.
AAAI
Kai Fan, Jiayi Wang, Bo Li, Fengming Zhou, Boxing Chen, Luo Si
2019 A* conf
Improving Distantly Supervised Relation Extraction with Neural Noise Converter and Conditional Optimal Selector.
AAAI
Shanchan Wu, Kai Fan, Qiong Zhang
2019 A conf
InverseNet: Solving Inverse Problems of Multimedia Data with Splitting Networks.
ICME
Qi Wei, Kai Fan, Wenlin Wang, Tianhang Zheng, Amit Chakraborty, Katherine A. Heller, Changyou Chen, Kui Ren
2019 — conf
Lattice Transformer for Speech Translation.
ACL (1)
Pei Zhang, Niyu Ge, Boxing Chen, Kai Fan
2019 J jnl
Lattice Transformer for Speech Translation.
CoRR
Pei Zhang, Boxing Chen, Niyu Ge, Kai Fan
2019 J jnl
Neural Zero-Inflated Quality Estimation Model For Automatic Speech Recognition System.
CoRR
Kai Fan, Jiayi Wang, Bo Li, Boxing Chen, Niyu Ge
2019 A* conf
Unsupervised Multi-Modal Neural Machine Translation.
CVPR
Yuanhang Su, Kai Fan, Nguyen Bach, C.-C. Jay Kuo, Fei Huang
2018 J jnl
"Bilingual Expert" Can Find Translation Errors.
CoRR
Kai Fan, Bo Li, Fengming Zhou, Jiayi Wang
2018 — conf
Alibaba Speech Translation Systems for IWSLT 2018.
IWSLT
Nguyen Bach, Hongjie Chen, Kai Fan, Cheung-Chi Leung, Bo Li, Chongjia Ni, Rong Tong, Pei Zhang, Boxing Chen, Bin Ma, Fei Huang
2018 — conf
Alibaba Submission for WMT18 Quality Estimation Task.
WMT (shared task)
Jiayi Wang, Kai Fan, Bo Li, Fengming Zhou, Boxing Chen, Yangbin Shi, Luo Si
2018 J jnl
Improving Distantly Supervised Relation Extraction with Neural Noise Converter and Conditional Optimal Selector.
CoRR
Shanchan Wu, Kai Fan, Qiong Zhang
2018 J jnl
Unsupervised Multi-modal Neural Machine Translation.
CoRR
Yuanhang Su, Kai Fan, Nguyen Bach, C.-C. Jay Kuo, Fei Huang
2018 A* conf
Zero-Shot Learning via Class-Conditioned Deep Generative Models.
AAAI
Wenlin Wang, Yunchen Pu, Vinay Kumar Verma, Kai Fan, Yizhe Zhang, Changyou Chen, Piyush Rai, Lawrence Carin
2017 A* conf
Adversarial Feature Matching for Text Generation.
ICML
Yizhe Zhang, Zhe Gan, Kai Fan, Zhi Chen, Ricardo Henao, Dinghan Shen, Lawrence Carin
2017 J jnl
Adversarial Feature Matching for Text Generation.
CoRR
Yizhe Zhang, Zhe Gan, Kai Fan, Zhi Chen, Ricardo Henao, Dinghan Shen, Lawrence Carin
2017 — conf
An inner-loop free solution to inverse problems using deep neural networks.
NIPS
Kai Fan, Qi Wei, Lawrence Carin, Katherine A. Heller
2017 J jnl
An inner-loop free solution to inverse problems using deep neural networks.
CoRR
Qi Wei, Kai Fan, Lawrence Carin, Katherine A. Heller
2017 — —
Deep Generative Models and Biological Applications.
Kai Fan
2017 J jnl
InverseNet: Solving Inverse Problems with Splitting Networks.
CoRR
Kai Fan, Qi Wei, Wenlin Wang, Amit Chakraborty, Katherine A. Heller
2017 J jnl
Zero-Shot Learning via Class-Conditioned Deep Generative Models.
CoRR
Wenlin Wang, Yunchen Pu, Vinay Kumar Verma, Kai Fan, Yizhe Zhang, Changyou Chen, Piyush Rai, Lawrence Carin
2016 A* conf
A Unifying Variational Inference Framework for Hierarchical Graph-Coupled HMM with an Application to Influenza Infection.
AAAI
Kai Fan, Chunyuan Li, Katherine A. Heller
2016 J jnl
Boosting Variational Inference.
CoRR
Fangjian Guo, Xiangyu Wang, Kai Fan, Tamara Broderick, David B. Dunson
2016 A* conf
High-Order Stochastic Gradient Thermostats for Bayesian Learning of Deep Models.
AAAI
Chunyuan Li, Changyou Chen, Kai Fan, Lawrence Carin
2016 — conf
Towards Unifying Hamiltonian Monte Carlo and Slice Sampling.
NIPS
Yizhe Zhang, Xiangyu Wang, Changyou Chen, Ricardo Henao, Kai Fan, Lawrence Carin
2016 A* conf
Triply Stochastic Variational Inference for Non-linear Beta Process Factor Analysis.
ICDM
Kai Fan, Yizhe Zhang, Ricardo Henao, Katherine A. Heller
2015 — conf
Fast Second Order Stochastic Backpropagation for Variational Inference.
NIPS
Kai Fan, Ziteng Wang, Jeffrey M. Beck, James T. Kwok, Katherine A. Heller
2015 A* conf
Hierarchical Graph-Coupled HMMs for Heterogeneous Personalized Health Data.
KDD
Kai Fan, Marisa C. Eisenberg, Alison Walsh, Allison Aiello, Katherine A. Heller