| 2026 | AAAI | Efficient and Adaptive Simultaneous Speech Translation with Fully Unidirectional Architecture. | Biao Fu, Donglei Yu, Minpeng Liao, Chengxi Li, Xinjie Chen, Yidong Chen, Kai Fan, Xiaodong Shi |
| 2026 | ACL | From Data-Centric to Sample-Centric: Enhancing LLM Reasoning via Progressive Optimization. | Xinjie Chen, Minpeng Liao, Guoxin Chen, Chengxi Li, Biao Fu, Kai Fan, Xinggao Liu |
| 2025 | ACL | Fixing Distribution Shifts of LLM Self-Critique via On-Policy Self-Play Training. | Rong Bao, Donglei Yu, Kai Fan, Minpeng Liao |
| 2025 | ACL | LLMs Can Achieve High-quality Simultaneous Machine Translation as Efficiently as Offline. | Biao Fu, Minpeng Liao, Kai Fan, Chengxi Li, Liang Zhang, Yidong Chen, Xiaodong Shi |
| 2025 | COLING | Improve Speech Translation Through Text Rewrite. | Jing Wu, Shushu Wang, Kai Fan, Wei Luo, Minpeng Liao, Zhongqiang Huang |
| 2025 | ICML | 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 |
| 2025 | NAACL | Markov Chain of Thought for Efficient Mathematical Reasoning. | Wen Yang, Minpeng Liao, Kai Fan |
| 2024 | AAAI | Divergence-Guided Simultaneous Speech Translation. | Xinjie Chen, Kai Fan, Wei Luo, Linlin Zhang, Libo Zhao, Xinggao Liu, Zhongqiang Huang |
| 2024 | ACL | wav2vec-S: Adapting Pre-trained Speech Models for Streaming. | Biao Fu, Kai Fan, Minpeng Liao, Yidong Chen, Xiaodong Shi, Zhongqiang Huang |
| 2024 | ACL | MARIO: MAth Reasoning with code Interpreter Output - A Reproducible Pipeline. | Minpeng Liao, Chengxi Li, Wei Luo, Jing Wu, Kai Fan |
| 2024 | EMNLP | Step-level Value Preference Optimization for Mathematical Reasoning. | Guoxin Chen, Minpeng Liao, Chengxi Li, Kai Fan |
| 2024 | EMNLP | AnyTrans: Translate AnyText in the Image with Large Scale Models. | Zhipeng Qian, Pei Zhang, Baosong Yang, Kai Fan, Yiwei Ma, Derek F. Wong, Xiaoshuai Sun, Rongrong Ji |
| 2024 | TrustCom | VDPSRQ: Achieving Verifiable and Dynamic Private Spatial Range Queries over Outsourced Database. | Haoyang Wang, Kai Fan, Yue Quan, Fenghua Li, Hui Li |
| 2024 | TrustCom | DMASP: Dynamic Multi-keyword Searchable Encryption for Protected Access and Search Patterns with Differential Privacy. | Yue Quan, Kai Fan, Haoyang Wang, Hui Li, Yintang Yang |
| 2023 | ACL | Better Simultaneous Translation with Monotonic Knowledge Distillation. | Shushu Wang, Jing Wu, Kai Fan, Wei Luo, Jun Xiao, Zhongqiang Huang |
| 2023 | ACL | A Simple Concatenation can Effectively Improve Speech Translation. | Linlin Zhang, Kai Fan, Boxing Chen, Luo Si |
| 2023 | EMNLP | Translate the Beauty in Songs: Jointly Learning to Align Melody and Translate Lyrics. | Chengxi Li, Kai Fan, Jiajun Bu, Boxing Chen, Zhongqiang Huang, Zhi Yu |
| 2023 | EMNLP | Adapting Offline Speech Translation Models for Streaming with Future-Aware Distillation and Inference. | Biao Fu, Minpeng Liao, Kai Fan, Zhongqiang Huang, Boxing Chen, Yidong Chen, Xiaodong Shi |
| 2023 | EMNLP | Towards Zero-shot Learning for End-to-end Cross-modal Translation Models. | Jichen Yang, Kai Fan, Minpeng Liao, Boxing Chen, Zhongqiang Huang |
| 2023 | EMNLP | Training Simultaneous Speech Translation with Robust and Random Wait-k-Tokens Strategy. | Linlin Zhang, Kai Fan, Jiajun Bu, Zhongqiang Huang |
| 2023 | EMNLP | Adaptive Policy with Wait-k Model for Simultaneous Translation. | Libo Zhao, Kai Fan, Wei Luo, Jing Wu, Shushu Wang, Ziqian Zeng, Zhongqiang Huang |
| 2022 | ACL | Structural Supervision for Word Alignment and Machine Translation. | Lei Li, Kai Fan, Hongjia Li, Chun Yuan |
| 2022 | ACL | Efficient Cluster-Based | Dexin Wang, Kai Fan, Boxing Chen, Deyi Xiong |
| 2022 | EMNLP | Competency-Aware Neural Machine Translation: Can Machine Translation Know its Own Translation Quality? | Pei Zhang, Baosong Yang, Haoran Wei, Dayiheng Liu, Kai Fan, Luo Si, Jun Xie |
| 2022 | IJCAI | Cross-modal Representation Learning and Relation Reasoning for Bidirectional Adaptive Manipulation. | Lei Li, Kai Fan, Chun Yuan |
| 2022 | SIGIR | Unifying Cross-lingual Summarization and Machine Translation with Compression Rate. | Yu Bai, Heyan Huang, Kai Fan, Yang Gao, Yiming Zhu, Jiaao Zhan, Zewen Chi, Boxing Chen |
| 2022 | VLDB | A scalable pipeline for COVID-19: the case study of Germany, Czechia and Poland. | Wildan Abdussalam, Adam Mertel, Kai Fan, Weronika Schlechte-Welnicz, Lennart Schler, Justin M. Calabrese |
| 2021 | ACL | Manifold Adversarial Augmentation for Neural Machine Translation. | Guandan Chen, Kai Fan, Kaibo Zhang, Boxing Chen, Zhongqiang Huang |
| 2021 | ACL | Probing Multi-modal Machine Translation with Pre-trained Language Model. | Yawei Kong, Kai Fan |
| 2021 | ICDAR | Explore Hierarchical Relations Reasoning and Global Information Aggregation. | Lei Li, Chun Yuan, Kai Fan |
| 2020 | EMNLP | Computer Assisted Translation with Neural Quality Estimation and Auotmatic Post-Editing. | Ke Wang, Jiayi Wang, Niyu Ge, Yangbin Shi, Yu Zhao, Kai Fan |
| 2020 | EMNLP | Long-Short Term Masking Transformer: A Simple but Effective Baseline for Document-level Neural Machine Translation. | Pei Zhang, Boxing Chen, Niyu Ge, Kai Fan |
| 2020 | ICA3PP | An Ensemble Learning Approach to Detect Malwares Based on Static Information. | Lin Chen, Huahui Lv, Kai Fan, Hang Yang, Xiaoyun Kuang, Aidong Xu, Siliang Suo |
| 2020 | Interspeech | Neural Zero-Inflated Quality Estimation Model for Automatic Speech Recognition System. | Kai Fan, Bo Li, Jiayi Wang, Shiliang Zhang, Boxing Chen, Niyu Ge, Zhijie Yan |
| 2019 | AAAI | "Bilingual Expert" Can Find Translation Errors. | Kai Fan, Jiayi Wang, Bo Li, Fengming Zhou, Boxing Chen, Luo Si |
| 2019 | AAAI | Improving Distantly Supervised Relation Extraction with Neural Noise Converter and Conditional Optimal Selector. | Shanchan Wu, Kai Fan, Qiong Zhang |
| 2019 | ACL | Lattice Transformer for Speech Translation. | Pei Zhang, Niyu Ge, Boxing Chen, Kai Fan |
| 2019 | CVPR | Unsupervised Multi-Modal Neural Machine Translation. | Yuanhang Su, Kai Fan, Nguyen Bach, C.-C. Jay Kuo, Fei Huang |
| 2019 | SNPD | GPU Acceleration of Ciphertext-Policy Attribute-Based Encryption. | Kai Fan, Chaoyu Zhang, Ruiwen Shan, Hexuan Yu, Hai Jiang |
| 2018 | AAAI | 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 |
| 2018 | IECON | Non-Smooth Control of PMSM Position Servo System Based on Model Compensation. | Yilun Liu, Kai Fan, Qi He, Guangzhao Luo, Siqi Li |
| 2017 | GLOBECOM | Multi-Keyword Fuzzy and Sortable Ciphertext Retrieval Scheme for Big Data. | Kai Fan, Jie Yin, Junxiong Wang, Hui Li, Yintang Yang |
| 2017 | ICML | Adversarial Feature Matching for Text Generation. | Yizhe Zhang, Zhe Gan, Kai Fan, Zhi Chen, Ricardo Henao, Dinghan Shen, Lawrence Carin |
| 2016 | AAAI | A Unifying Variational Inference Framework for Hierarchical Graph-Coupled HMM with an Application to Influenza Infection. | Kai Fan, Chunyuan Li, Katherine A. Heller |
| 2016 | AAAI | High-Order Stochastic Gradient Thermostats for Bayesian Learning of Deep Models. | Chunyuan Li, Changyou Chen, Kai Fan, Lawrence Carin |
| 2016 | GLOBECOM | Cloud-Based Lightweight RFID Healthcare Privacy Protection Protocol. | Kai Fan, Wei Wang, Yue Wang, Hui Li, Yintang Yang |
| 2016 | ICDM | Triply Stochastic Variational Inference for Non-linear Beta Process Factor Analysis. | Kai Fan, Yizhe Zhang, Ricardo Henao, Katherine A. Heller |
| 2015 | GLOBECOM | Ciphertext Retrieval in Super-Peer P2P Network. | Kai Fan, Hai Deng, Lang Wang, Hui Li, Yintang Yang |
| 2015 | KDD | Hierarchical Graph-Coupled HMMs for Heterogeneous Personalized Health Data. | Kai Fan, Marisa C. Eisenberg, Alison Walsh, Allison Aiello, Katherine A. Heller |
| 2015 | TrustCom | RFID Secure Application Revocation for IoT in 5G. | Kai Fan, Yuanyuan Gong, Zhao Du, Hui Li, Yintang Yang |
| 2012 | ACL | A Novel Burst-based Text Representation Model for Scalable Event Detection. | Xin Zhao, Rishan Chen, Kai Fan, Hongfei Yan, Xiaoming Li |
| 2008 | CEC | Benchmarking the performance of the real-valued Quantum-inspired Evolutionary Algorithm. | Kai Fan, Anthony Brabazon, Conall O'Sullivan, Michael O'Neill |
| 2007 | CIS | Adaptive Encrypted Information Hiding Scheme for Images. | Bin Zhao, Kai Fan, Yue Wang, Weidong Kou |
| 2007 | GECCO | Option pricing model calibration using a real-valued quantum-inspired evolutionary algorithm. | Kai Fan, Anthony Brabazon, Conall O'Sullivan, Michael O'Neill |
| 2004 | AINA | A Secure Steganography Scheme Based on (N, t) Threshold. | Kai Fan, Weidong Kou |