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)

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)

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)

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)

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)

Evaluating Explanation Methods for Vision-and-Language Navigation. - Guanqi Chen; Lei Yang 048; Guanhua Chen 001; Jia Pan 001 (ECAI, 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)

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

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)

Self-DC: When to retrieve and When to generate? Self Divide-and-Conquer for Compositional Unknown Questions. - Hongru Wang 003; Boyang Xue; Baohang Zhou; Tianhua Zhang; Cunxiang Wang; Guanhua Chen 001; Huimin Wang; Kam-Fai Wong (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)

FANNO: Augmenting High-Quality Instruction Data with Open-Sourced LLMs Only. - He Zhu; Junyou Su; Tianle Lun; Yicheng Tao 001; Wenjia Zhang; Zipei Fan; Guanhua Chen 001 (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)

The Elephant in the Room: Exploring the Role of Neutral Words in Language Model Group-Agnostic Debiasing. - Xinwei Guo; Jiashi Gao; Junlei Zhou; Jiaxin Zhang 007; Guanhua Chen 001; Xiangyu Zhao 001; Quanying Liu; Haiyan Wu; Xin Yao 001; Xuetao Wei (ACL (Findings), 2025)

LLMs Trust Humans More, That's a Problem! Unveiling and Mitigating the Authority Bias in Retrieval-Augmented Generation. - Yuxuan Li; Xinwei Guo; Jiashi Gao; Guanhua Chen 001; Xiangyu Zhao 001; Jiaxin Zhang 007; Quanying Liu; Haiyan Wu; Xin Yao 001; Xuetao Wei (ACL (1), 2025)

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)

Self-DC: When to Reason and When to Act? Self Divide-and-Conquer for Compositional Unknown Questions. - Hongru Wang 003; Boyang Xue; Baohang Zhou; Tianhua Zhang; Cunxiang Wang; Huimin Wang; Guanhua Chen 001; Kam-Fai Wong (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)

Understanding Particles From Video: Property Estimation of Granular Materials via Visuo-Haptic Learning. - Zeqing Zhang; Guangze Zheng 001; Xuebo Ji; Guanqi Chen; Ruixing Jia; Wentao Chen; Guanhua Chen 001; Liangjun Zhang; Jia Pan 001 (IEEE Robotics Autom. Lett., 2025)

Towards Lightweight, Adaptive and Attribute-Aware Multi-Aspect Controllable Text Generation with Large Language Models. - Chenyu Zhu; Yefeng Liu; Chenyang Lyu; Xue Yang 008; Guanhua Chen 001; Longyue Wang; Weihua Luo; Kaifu Zhang (CoRR, 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)

PlanGPT-VL: Enhancing Urban Planning with Domain-Specific Vision-Language Models. - He Zhu; Junyou Su; Minxin Chen; Wen Wang; Yijie Deng; Guanhua Chen 001; Wenjia Zhang (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)

A Joint Learning of Force Feedback of Robotic Manipulation and Textual Cues for Granular Materials Classification. - Zeqing Zhang; Guanqi Chen; Wentao Chen; Ruixing Jia; Guanhua Chen 001; Liangjun Zhang; Jia Pan 001; Peng Zhou 018 (IEEE Robotics Autom. Lett., 2025)

Enhancing Uncertainty Estimation in LLMs with Expectation of Aggregated Internal Belief. - Zeguan Xiao; Diyang Dou; Boya Xiong; Yun Chen 007; Guanhua Chen 001 (CoRR, 2025)