Click-through-Based Word Embedding for Large Scale Image Retrieval. - Yun Chen 007; Victor O. K. Li (BigMM, 2016)

A Teacher-Student Framework for Zero-Resource Neural Machine Translation. - Yun Chen 007; Yang Liu 005; Yong Cheng; Victor O. K. Li (ACL (1), 2017)

Deep Learning Model to Estimate Air Pollution Using M-BP to Fill in Missing Proxy Urban Data. - Victor O. K. Li; Jacqueline C. K. Lam; Yun Chen 007; Jiatao Gu (GLOBECOM, 2017)

Zero-Resource Neural Machine Translation with Multi-Agent Communication Game. - Yun Chen 007; Yang Liu 005; Victor O. K. Li (AAAI, 2018)

A Stable and Effective Learning Strategy for Trainable Greedy Decoding. - Yun Chen 007; Victor O. K. Li; Kyunghyun Cho; Samuel R. Bowman (EMNLP, 2018)

Meta-Learning for Low-Resource Neural Machine Translation. - Jiatao Gu; Yong Wang 032; Yun Chen 007; Victor O. K. Li; Kyunghyun Cho (EMNLP, 2018)

Stable and Effective Trainable Greedy Decoding for Sequence to Sequence Learning. - Yun Chen 007; Kyunghyun Cho; Samuel R. Bowman; Victor O. K. Li (ICLR (Workshop), 2018)

Zero-Shot Cross-Lingual Neural Headline Generation. - Shiqi Shen; Yun Chen 007; Cheng Yang 002; Zhiyuan Liu 001; Maosong Sun 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2018)

Controllable Data Synthesis Method for Grammatical Error Correction. - Chencheng Wang; Liner Yang; Yun Chen 007; Yongping Du; Erhong Yang (CoRR, 2019)

How to Do Simultaneous Translation Better with Consecutive Neural Machine Translation? - Yun Chen 007; Liangyou Li; Xin Jiang 002; Xiao Chen 012; Qun Liu 001 (CoRR, 2019)

Perturbed Masking: Parameter-free Probing for Analyzing and Interpreting BERT. - Zhiyong Wu 003; Yun Chen 007; Ben Kao; Qun Liu 001 (ACL, 2020)

Accurate Word Alignment Induction from Neural Machine Translation. - Yun Chen 007; Yang Liu 005; Guanhua Chen 001; Xin Jiang 002; Qun Liu 001 (EMNLP (1), 2020)

Lexical-Constraint-Aware Neural Machine Translation via Data Augmentation. - Guanhua Chen 001; Yun Chen 007; Yong Wang 032; Victor O. K. Li (IJCAI, 2020)

A General Framework for Adaptation of Neural Machine Translation to Simultaneous Translation. - Yun Chen 007; Liangyou Li; Xin Jiang 002; Xiao Chen 012; Qun Liu 001 (AACL/IJCNLP, 2020)

Dictionary-based Data Augmentation for Cross-Domain Neural Machine Translation. - Wei Peng 011; Chongxuan Huang; Tianhao Li; Yun Chen 007; Qun Liu 001 (CoRR, 2020)

Toward Cross-Lingual Definition Generation for Language Learners. - Cunliang Kong; Liner Yang; Tianzuo Zhang; Qinan Fan; Zhenghao Liu 001; Yun Chen 007; Erhong Yang (CoRR, 2020)

Reinforced Zero-Shot Cross-Lingual Neural Headline Generation. - Ayana; Yun Chen 007; Cheng Yang 002; Zhiyuan Liu 001; Maosong Sun 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

Incorporating Sememes into Chinese Definition Modeling. - Liner Yang; Cunliang Kong; Yun Chen 007; Yang Liu 005; Qinan Fan; Erhong Yang (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

Lexically Constrained Neural Machine Translation with Explicit Alignment Guidance. - Guanhua Chen 001; Yun Chen 007; Victor O. K. Li (AAAI, 2021)

Zero-Shot Cross-Lingual Transfer of Neural Machine Translation with Multilingual Pretrained Encoders. - Guanhua Chen 001; Shuming Ma; Yun Chen 007; Li Dong 004; Dongdong Zhang 001; Jia Pan 001; Wenping Wang 001; Furu Wei (EMNLP (1), 2021)

Towards Making the Most of Multilingual Pretraining for Zero-Shot Neural Machine Translation. - Guanhua Chen 001; Shuming Ma; Yun Chen 007; Dongdong Zhang 001; Jia Pan 001; Wenping Wang 001; Furu Wei (CoRR, 2021)

YACLC: A Chinese Learner Corpus with Multidimensional Annotation. - Yingying Wang; Cunliang Kong; Liner Yang; Yijun Wang; Xiaorong Lu; Renfen Hu; Shan He; Zhenghao Liu 001; Yun Chen 007; Erhong Yang; Maosong Sun 001 (CoRR, 2021)

Towards Making the Most of Cross-Lingual Transfer for Zero-Shot Neural Machine Translation. - Guanhua Chen 001; Shuming Ma; Yun Chen 007; Dongdong Zhang 001; Jia Pan 001; Wenping Wang 001; Furu Wei (ACL (1), 2022)

Multitasking Framework for Unsupervised Simple Definition Generation. - Cunliang Kong; Yun Chen 007; Hengyuan Zhang; Liner Yang; Erhong Yang (ACL (1), 2022)

Multilingual Sentence Transformer as A Multilingual Word Aligner. - Weikang Wang; Guanhua Chen 001; Hanqing Wang 003; Yue Han; Yun Chen 007 (EMNLP (Findings), 2022)

XLM-D: Decorate Cross-lingual Pre-training Model as Non-Autoregressive Neural Machine Translation. - Yong Wang 032; Shilin He; Guanhua Chen 001; Yun Chen 007; Daxin Jiang (EMNLP, 2022)

PrivateRec: Differentially Private Training and Serving for Federated News Recommendation. - Ruixuan Liu; Fangzhao Wu; Chuhan Wu; Yanlin Wang 001; Yang Cao 011; Lingjuan Lyu; Weike Pan; Yun Chen 007; Hong Chen 001; Xing Xie 001 (CoRR, 2022)

LitMind Dictionary: An Open-Source Online Dictionary. - Cunliang Kong; Xuezhi Fang; Liner Yang; Yun Chen 007; Erhong Yang (CoRR, 2022)

Controllable data synthesis method for grammatical error correction. - Liner Yang; Chengcheng Wang; Yun Chen 007; Yongping Du; Erhong Yang (Frontiers Comput. Sci., 2022)

mCLIP: Multilingual CLIP via Cross-lingual Transfer. - Guanhua Chen 001; Lu Hou 002; Yun Chen 007; Wenliang Dai; Lifeng Shang; Xin Jiang 002; Qun Liu 001; Jia Pan 001; Wenping Wang 001 (ACL (1), 2023)

StyleBART: Decorate Pretrained Model with Style Adapters for Unsupervised Stylistic Headline Generation. - Hanqing Wang 003; Yajing Luo; Boya Xiong; Guanhua Chen 001; Yun Chen 007 (EMNLP (Findings), 2023)

PrivateRec: Differentially Private Model Training and Online Serving for Federated News Recommendation. - Ruixuan Liu; Yang Cao 011; Yanlin Wang 001; Lingjuan Lyu; Yun Chen 007; Hong Chen 001 (KDD, 2023)

TADIS: Steering Models for Deep-Thinking about Demonstration Examples. - Tianci Xue; Ziqi Wang; Yixia Li; Yun Chen 007; Guanhua Chen 001 (CoRR, 2023)

LoRA-Flow: Dynamic LoRA Fusion for Large Language Models in Generative Tasks. - Hanqing Wang 003; Bowen Ping; Shuo Wang 013; Xu Han 007; Yun Chen 007; Zhiyuan Liu 001; Maosong Sun 001 (ACL (1), 2024)

PACIT: Unlocking the Power of Examples for Better In-Context Instruction Tuning. - Tianci Xue; Ziqi Wang; Yixia Li; Yun Chen 007; Guanhua Chen 001 (ACL (Findings), 2024)

Distract Large Language Models for Automatic Jailbreak Attack. - Zeguan Xiao; Yan Yang; Guanhua Chen 001; Yun Chen 007 (EMNLP, 2024)

SeTAR: Out-of-Distribution Detection with Selective Low-Rank Approximation. - Yixia Li; Boya Xiong; Guanhua Chen 001; Yun Chen 007 (NeurIPS, 2024)

Delta-CoMe: Training-Free Delta-Compression with Mixed-Precision for Large Language Models. - Bowen Ping; Shuo Wang 013; Hanqing Wang 003; Xu Han 007; Yuzhuang Xu; Yukun Yan; Yun Chen 007; Baobao Chang; Zhiyuan Liu 001; Maosong Sun 001 (NeurIPS, 2024)

OMGEval: An Open Multilingual Generative Evaluation Benchmark for Large Language Models. - Yang Liu 359; Meng Xu; Shuo Wang 013; Liner Yang; Haoyu Wang; Zhenghao Liu 001; Cunliang Kong; Yun Chen 007; Yang Liu 005; Maosong Sun 001; Erhong Yang (CoRR, 2024)

Tastle: Distract Large Language Models for Automatic Jailbreak Attack. - Zeguan Xiao; Yan Yang; Guanhua Chen 001; Yun Chen 007 (CoRR, 2024)

MiLoRA: Harnessing Minor Singular Components for Parameter-Efficient LLM Finetuning. - Hanqing Wang 003; Zeguan Xiao; Yixia Li; Shuo Wang 013; Guanhua Chen 001; Yun Chen 007 (CoRR, 2024)

SoP: Unlock the Power of Social Facilitation for Automatic Jailbreak Attack. - Yan Yang; Zeguan Xiao; Xin Lu; Hongru Wang 003; Hailiang Huang; Guanhua Chen 001; Yun Chen 007 (CoRR, 2024)

Compound-QA: A Benchmark for Evaluating LLMs on Compound Questions. - Yutao Hou; Yajing Luo; Zhiwen Ruan; Hongru Wang 003; Weifeng Ge; Yun Chen 007; Guanhua Chen 001 (CoRR, 2024)

ImPart: Importance-Aware Delta-Sparsification for Improved Model Compression and Merging in LLMs. - Yan Yang; Yixia Li; Hongru Wang 003; Xuetao Wei; James Jianqiao Yu; Yun Chen 007; Guanhua Chen 001 (ACL (1), 2025)

FANNO: Augmenting High-Quality Instruction Data with Open-Sourced LLMs Only. - He Zhu; Yifan Ding; Yicheng Tao 001; Zhiwen Ruan; Yixia Li; Wenjia Zhang; Yun Chen 007; Guanhua Chen 001 (ACL (Findings), 2025)

LayAlign: Enhancing Multilingual Reasoning in Large Language Models via Layer-Wise Adaptive Fusion and Alignment Strategy. - Zhiwen Ruan; Yixia Li; He Zhu; Longyue Wang; Weihua Luo; Kaifu Zhang; Yun Chen 007; Guanhua Chen 001 (NAACL (Findings), 2025)

MiLoRA: Harnessing Minor Singular Components for Parameter-Efficient LLM Finetuning. - Hanqing Wang 003; Yixia Li; Shuo Wang 013; Guanhua Chen 001; Yun Chen 007 (NAACL (Long Papers), 2025)

SeqAR: Jailbreak LLMs with Sequential Auto-Generated Characters. - Yan Yang; Zeguan Xiao; Xin Lu; Hongru Wang 003; Xuetao Wei; Hailiang Huang; Guanhua Chen 001; Yun Chen 007 (NAACL (Long Papers), 2025)

ImPart: Importance-Aware Delta-Sparsification for Improved Model Compression and Merging in LLMs. - Yan Yang; Yixia Li; Hongru Wang 003; Xuetao Wei; Jianqiao Yu; Yun Chen 007; Guanhua Chen 001 (CoRR, 2025)

Automatic Robustness Stress Testing of LLMs as Mathematical Problem Solvers. - Yutao Hou; Zeguan Xiao; Fei Yu; Yihan Jiang; Xuetao Wei; Hailiang Huang; Yun Chen 007; Guanhua Chen 001 (CoRR, 2025)

ADAMIX: Adaptive Mixed-Precision Delta-Compression with Quantization Error Optimization for Large Language Models. - Boya Xiong; Shuo Wang 013; Weifeng Ge; Guanhua Chen 001; Yun Chen 007 (CoRR, 2025)