A new fast wind vector retrieval algorithm for seawinds scatterometer. - Xuetong Xie; Yu Fang 001; Xiaoxiang Chen; Kehai Chen (IGARSS, 2005)

A Study on Geophysical Model Function Modeling with Water Surface Temperature as One of the Input Parameters. - Xuetong Xie; Kehai Chen; Wenxian Yu; Weidong Hu; Qiming Zeng; Yu Fang 001 (IGARSS (1), 2008)

Validation of QSCAT-1 Geophysical Model Function Using Seawinds Level 2 and Buoy Data. - Xuetong Xie; Qiming Zeng; Weidong Hu; Wenxian Yu; Kehai Chen; Yu Fang 001 (IGARSS (1), 2008)

A study on wind vector retrieval algorithm for rotating fan-beam scatterometer. - Xuetong Xie; Shi Huan; Jianqiang Liu 001; Shuyan Lang; Youguang Zhang; Di Zhu 001; Kehai Chen; Juhong Zou; Zhou Huang; Weijun Tao (IGARSS, 2012)

A wind direction extension based algorithm for scatterometer wind vector retrieval. - Xuetong Xie; Mingsen Lin; Kehai Chen; Zhou Huang; Lixia Liu; Dongxuan Tian; Xiaoning Wang; Wenxin Chen; Rongrong He; Juhong Zou (IGARSS, 2012)

A Novel Integrated Algorithm for Wind Vector Retrieval from Conically Scanning Scatterometers. - Xuetong Xie; Zhou Huang; Mingsen Lin; Kehai Chen; Youguo Lan; Xinzhe Yuan; Xiaomin Ye; Juhong Zou (Remote. Sens., 2013)

Improving Dependency Parsing on Clinical Text with Syntactic Clusters from Web Text. - Xiuming Qiao; Hailong Cao; Tiejun Zhao; Kehai Chen (ICONIP (1), 2016)

Translation Prediction with Source Dependency-Based Context Representation. - Kehai Chen; Tiejun Zhao; Muyun Yang; Lemao Liu (AAAI, 2017)

Neural Machine Translation with Source Dependency Representation. - Kehai Chen; Rui Wang 015; Masao Utiyama; Lemao Liu; Akihiro Tamura; Eiichiro Sumita; Tiejun Zhao (EMNLP, 2017)

Instance Weighting for Neural Machine Translation Domain Adaptation. - Rui Wang 015; Masao Utiyama; Lemao Liu; Kehai Chen; Eiichiro Sumita (EMNLP, 2017)

Context-Aware Smoothing for Neural Machine Translation. - Kehai Chen; Rui Wang 015; Masao Utiyama; Eiichiro Sumita; Tiejun Zhao (IJCNLP(1), 2017)

Syntax-Directed Attention for Neural Machine Translation. - Kehai Chen; Rui Wang 015; Masao Utiyama; Eiichiro Sumita; Tiejun Zhao (AAAI, 2018)

Syntax-Based Context Representation for Statistical Machine Translation. - Kehai Chen; Tiejun Zhao; Muyun Yang (IEICE Trans. Inf. Syst., 2018)

A Neural Approach to Source Dependence Based Context Model for Statistical Machine Translation. - Kehai Chen; Tiejun Zhao; Muyun Yang; Lemao Liu; Akihiro Tamura; Rui Wang 015; Masao Utiyama; Eiichiro Sumita (IEEE ACM Trans. Audio Speech Lang. Process., 2018)

Sentence Selection and Weighting for Neural Machine Translation Domain Adaptation. - Rui Wang 015; Masao Utiyama; Andrew M. Finch; Lemao Liu; Kehai Chen; Eiichiro Sumita (IEEE ACM Trans. Audio Speech Lang. Process., 2018)

Neural Machine Translation with Reordering Embeddings. - Kehai Chen; Rui Wang 015; Masao Utiyama; Eiichiro Sumita (ACL (1), 2019)

Unsupervised Bilingual Word Embedding Agreement for Unsupervised Neural Machine Translation. - Haipeng Sun; Rui Wang 015; Kehai Chen; Masao Utiyama; Eiichiro Sumita; Tiejun Zhao (ACL (1), 2019)

Lattice-Based Transformer Encoder for Neural Machine Translation. - Fengshun Xiao; Jiangtong Li; Hai Zhao 001; Rui Wang 015; Kehai Chen (ACL (1), 2019)

Sentence-Level Agreement for Neural Machine Translation. - Mingming Yang; Rui Wang 015; Kehai Chen; Masao Utiyama; Eiichiro Sumita; Min Zhang 005; Tiejun Zhao (ACL (1), 2019)

English-Myanmar Supervised and Unsupervised NMT: NICT's Machine Translation Systems at WAT-2019. - Rui Wang 015; Haipeng Sun; Kehai Chen; Chenchen Ding; Masao Utiyama; Eiichiro Sumita (WAT@EMNLP-IJCNLP, 2019)

NICT's Machine Translation Systems for CCMT-2019 Translation Task. - Kehai Chen; Rui Wang 015; Masao Utiyama; Eiichiro Sumita (CCMT, 2019)

Recurrent Positional Embedding for Neural Machine Translation. - Kehai Chen; Rui Wang 015; Masao Utiyama; Eiichiro Sumita (EMNLP/IJCNLP (1), 2019)

A SST-Dependent Geophysical Model Function for HY-2A Microwave Scatterometer. - Xuetong Xie; Dongxuan Tian; Kehai Chen; Zhifeng Wu; Songhong Tan (IGARSS, 2019)

NICT's Supervised Neural Machine Translation Systems for the WMT19 News Translation Task. - Raj Dabre; Kehai Chen; Benjamin Marie; Rui Wang 015; Atsushi Fujita; Masao Utiyama; Eiichiro Sumita (WMT (2), 2019)

NICT's Unsupervised Neural and Statistical Machine Translation Systems for the WMT19 News Translation Task. - Benjamin Marie; Haipeng Sun; Rui Wang 015; Kehai Chen; Atsushi Fujita; Masao Utiyama; Eiichiro Sumita (WMT (2), 2019)

Automatic diagnosis of cardiac arrhythmia in electrocardiograms via multigranulation computing. - Fenghuan Li; Kehai Chen; Jie Ling 002; Yinwei Zhan; Gunasekaran Manogaran (Appl. Soft Comput., 2019)

An Empirical Study of Domain Adaptation for Unsupervised Neural Machine Translation. - Haipeng Sun; Rui Wang 015; Kehai Chen; Masao Utiyama; Eiichiro Sumita; Tiejun Zhao (CoRR, 2019)

Document-level Neural Machine Translation with Inter-Sentence Attention. - Shu Jiang; Rui Wang 015; Zuchao Li; Masao Utiyama; Kehai Chen; Eiichiro Sumita; Hai Zhao 001; Bao-Liang Lu (CoRR, 2019)

Probing Contextualized Sentence Representations with Visual Awareness. - Zhuosheng Zhang 001; Rui Wang 015; Kehai Chen; Masao Utiyama; Eiichiro Sumita; Hai Zhao 001 (CoRR, 2019)

A Bilingual Adversarial Autoencoder for Unsupervised Bilingual Lexicon Induction. - Xuefeng Bai 001; Hailong Cao; Kehai Chen; Tiejun Zhao (IEEE ACM Trans. Audio Speech Lang. Process., 2019)

Neural Machine Translation With Sentence-Level Topic Context. - Kehai Chen; Rui Wang 015; Masao Utiyama; Eiichiro Sumita; Tiejun Zhao (IEEE ACM Trans. Audio Speech Lang. Process., 2019)

Explicit Sentence Compression for Neural Machine Translation. - Zuchao Li; Rui Wang 015; Kehai Chen; Masao Utiyama; Eiichiro Sumita; Zhuosheng Zhang 001; Hai Zhao 001 (AAAI, 2020)

Content Word Aware Neural Machine Translation. - Kehai Chen; Rui Wang 015; Masao Utiyama; Eiichiro Sumita (ACL, 2020)

Knowledge Distillation for Multilingual Unsupervised Neural Machine Translation. - Haipeng Sun; Rui Wang 015; Kehai Chen; Masao Utiyama; Eiichiro Sumita; Tiejun Zhao (ACL, 2020)

Robust Unsupervised Neural Machine Translation with Adversarial Denoising Training. - Haipeng Sun; Rui Wang 015; Kehai Chen; Xugang Lu; Masao Utiyama; Eiichiro Sumita; Tiejun Zhao (COLING, 2020)

Robust Machine Reading Comprehension by Learning Soft labels. - Zhenyu Zhao; Shuangzhi Wu; Muyun Yang; Kehai Chen; Tiejun Zhao (COLING, 2020)

Neural Machine Translation with Universal Visual Representation. - Zhuosheng Zhang 001; Kehai Chen; Rui Wang 015; Masao Utiyama; Eiichiro Sumita; Zuchao Li; Hai Zhao 001 (ICLR, 2020)

Data-dependent Gaussian Prior Objective for Language Generation. - Zuchao Li; Rui Wang 015; Kehai Chen; Masao Utiyama; Eiichiro Sumita; Zhuosheng Zhang 001; Hai Zhao 001 (ICLR, 2020)

SJTU-NICT's Supervised and Unsupervised Neural Machine Translation Systems for the WMT20 News Translation Task. - Zuchao Li; Hai Zhao 001; Rui Wang 015; Kehai Chen; Masao Utiyama; Eiichiro Sumita (WMT@EMNLP, 2020)

An Adaptive GaoFen-3 SAR Wind Field Retrieval Algorithm Based on Information Entropy. - Kehai Chen; Xuetong Xie; Mingsen Lin (IEEE Access, 2020)

Robust Unsupervised Neural Machine Translation with Adversarial Training. - Haipeng Sun; Rui Wang 015; Kehai Chen; Masao Utiyama; Eiichiro Sumita; Tiejun Zhao (CoRR, 2020)

Explicit Reordering for Neural Machine Translation. - Kehai Chen; Rui Wang 015; Masao Utiyama; Eiichiro Sumita (CoRR, 2020)

Neural Machine Translation with Target-Attention Model. - Mingming Yang; Min Zhang 005; Kehai Chen; Rui Wang 015; Tiejun Zhao (IEICE Trans. Inf. Syst., 2020)

Towards More Diverse Input Representation for Neural Machine Translation. - Kehai Chen; Rui Wang 015; Masao Utiyama; Eiichiro Sumita; Tiejun Zhao; Muyun Yang; Hai Zhao 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

Unsupervised Neural Machine Translation With Cross-Lingual Language Representation Agreement. - Haipeng Sun; Rui Wang 015; Kehai Chen; Masao Utiyama; Eiichiro Sumita; Tiejun Zhao (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

A Novel Sentence-Level Agreement Architecture for Neural Machine Translation. - Mingming Yang; Rui Wang 015; Kehai Chen; Xing Wang 007; Tiejun Zhao; Min Zhang 005 (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

A Hierarchical Clustering Approach to Fuzzy Semantic Representation of Rare Words in Neural Machine Translation. - Muyun Yang; Shujie Liu 001; Kehai Chen; Hongyang Zhang; Enbo Zhao; Tiejun Zhao (IEEE Trans. Fuzzy Syst., 2020)

Document-Level Relation Extraction with Reconstruction. - Wang Xu; Kehai Chen; Tiejun Zhao (AAAI, 2021)

Discriminative Reasoning for Document-level Relation Extraction. - Wang Xu; Kehai Chen; Tiejun Zhao (ACL/IJCNLP (Findings), 2021)

Self-Training for Unsupervised Neural Machine Translation in Unbalanced Training Data Scenarios. - Haipeng Sun; Rui Wang 015; Kehai Chen; Masao Utiyama; Eiichiro Sumita; Tiejun Zhao (NAACL-HLT, 2021)

Document-Level Neural Machine Translation with Associated Memory Network. - Shu Jiang; Rui Wang 015; Zuchao Li; Masao Utiyama; Kehai Chen; Eiichiro Sumita; Hai Zhao 001; Bao-Liang Lu (IEICE Trans. Inf. Syst., 2021)

Context-aware positional representation for self-attention networks. - Kehai Chen; Rui Wang 015; Masao Utiyama; Eiichiro Sumita (Neurocomputing, 2021)

Unsupervised Neural Machine Translation for Similar and Distant Language Pairs: An Empirical Study. - Haipeng Sun; Rui Wang 015; Masao Utiyama; Benjamin Marie; Kehai Chen; Eiichiro Sumita; Tiejun Zhao (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2021)

Modeling Future Cost for Neural Machine Translation. - Chaoqun Duan; Kehai Chen; Rui Wang 015; Masao Utiyama; Eiichiro Sumita; Conghui Zhu; Tiejun Zhao (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Synchronous Refinement for Neural Machine Translation. - Kehai Chen; Masao Utiyama; Eiichiro Sumita; Rui Wang 015; Min Zhang 005 (ACL (Findings), 2022)

An Improved Multi-task Approach to Pre-trained Model Based MT Quality Estimation. - Binhuan Yuan; Yueyang Li; Kehai Chen; Hao Lu; Muyun Yang; Hailong Cao (CCMT, 2022)

Effective Graph Context Representation for Document-level Machine Translation. - Kehai Chen; Muyun Yang; Masao Utiyama; Eiichiro Sumita; Rui Wang 015; Min Zhang 005 (IJCAI, 2022)

Document-Level Relation Extraction with Sentences Importance Estimation and Focusing. - Wang Xu; Kehai Chen; Lili Mou; Tiejun Zhao (NAACL-HLT, 2022)

Text Compression-Aided Transformer Encoding. - Zuchao Li; Zhuosheng Zhang 001; Hai Zhao 001; Rui Wang 015; Kehai Chen; Masao Utiyama; Eiichiro Sumita (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Advancing Chinese Event Detection via Revisiting Character Information. - Yanxia Qin; Zhongqing Wang; Yue Zhang 004; Kehai Chen; Min Zhang 005 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2022)

Integrating Prior Translation Knowledge Into Neural Machine Translation. - Kehai Chen; Rui Wang 015; Masao Utiyama; Eiichiro Sumita (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

Data-Driven Fuzzy Target-Side Representation for Intelligent Translation System. - Kehai Chen; Muyun Yang; Tiejun Zhao; Min Zhang 005 (IEEE Trans. Fuzzy Syst., 2022)

A Pattern Driven Graph Ranking Approach to Attribute Extraction for Knowledge Graph. - Muyun Yang; Kehai Chen; Shuqi Sun; Zhongyuan Han; Leilei Kong; Qingye Meng (IEEE Trans. Ind. Informatics, 2022)

Improving Translation Quality Estimation with Bias Mitigation. - Hui Huang 021; Shuangzhi Wu; Kehai Chen; Hui Di; Muyun Yang; Tiejun Zhao (ACL (1), 2023)

Improving Low-resource Question Answering by Augmenting Question Information. - Andong Chen; Yuan Sun 010; Xiaobing Zhao; Rosella P. Galindo Esparza; Kehai Chen; Yang Xiang 003; Tiejun Zhao; Min Zhang 005 (EMNLP (Findings), 2023)

PromptST: Abstract Prompt Learning for End-to-End Speech Translation. - Tengfei Yu; Liang Ding 006; Xuebo Liu 002; Kehai Chen; Meishan Zhang; Dacheng Tao; Min Zhang 005 (EMNLP, 2023)

INFORM : Information eNtropy based multi-step reasoning FOR large language Models. - Chuyue Zhou; Wangjie You; Juntao Li; Jing Ye; Kehai Chen; Min Zhang 005 (EMNLP, 2023)

A Closer Look at Transformer Attention for Multilingual Translation. - Jingyi Zhang 002; Gerard de Melo; Hongfei Xu; Kehai Chen (WMT, 2023)

Context Consistency between Training and Testing in Simultaneous Machine Translation. - Meizhi Zhong; Lemao Liu; Kehai Chen; Mingming Yang; Min Zhang 005 (CoRR, 2023)

Document-Level Relation Extraction with Path Reasoning. - Wang Xu; Kehai Chen; Tiejun Zhao (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2023)

Universal Multimodal Representation for Language Understanding. - Zhuosheng Zhang 001; Kehai Chen; Rui Wang 015; Masao Utiyama; Eiichiro Sumita; Zuchao Li; Hai Zhao 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Semi-automatic representation of design code based on knowledge graph for automated compliance checking. - Mingsong Yang; Qin Zhao; Lei Zhu 011; Haining Meng; Kehai Chen; Zongjian Li; Xinhong Hei 001 (Comput. Ind., 2023)

DUAL-REFLECT: Enhancing Large Language Models for Reflective Translation through Dual Learning Feedback Mechanisms. - Andong Chen; Lianzhang Lou; Kehai Chen; Xuefeng Bai 001; Yang Xiang 003; Muyun Yang; Tiejun Zhao; Min Zhang 005 (ACL (Short Papers), 2024)

Unsupervised Sign Language Translation and Generation. - Zhengsheng Guo; Zhiwei He 002; Wenxiang Jiao; Xing Wang 007; Rui Wang 015; Kehai Chen; Zhaopeng Tu; Yong Xu 001; Min Zhang 005 (ACL (Findings), 2024)

Efficient Domain Adaptation for Non-Autoregressive Machine Translation. - Wangjie You; Pei Guo; Juntao Li; Kehai Chen; Min Zhang 005 (ACL (Findings), 2024)

Speech Sense Disambiguation: Tackling Homophone Ambiguity in End-to-End Speech Translation. - Tengfei Yu; Xuebo Liu 002; Liang Ding 006; Kehai Chen; Dacheng Tao; Min Zhang 005 (ACL (1), 2024)

Paying More Attention to Source Context: Mitigating Unfaithful Translations from Large Language Model. - Hongbin Zhang; Kehai Chen; Xuefeng Bai 001; Yang Xiang 003; Min Zhang 005 (ACL (Findings), 2024)

On the Hallucination in Simultaneous Machine Translation. - Meizhi Zhong; Kehai Chen; Zhengshan Xue; Lemao Liu; Mingming Yang; Min Zhang 005 (ACL (Short Papers), 2024)

Context Consistency between Training and Inference in Simultaneous Machine Translation. - Meizhi Zhong; Lemao Liu; Kehai Chen; Mingming Yang; Min Zhang 005 (ACL (1), 2024)

Question-guided Knowledge Graph Re-scoring and Injection for Knowledge Graph Question Answering. - Yu Zhang 193; Kehai Chen; Xuefeng Bai 001; Zhao Kang 001; Quanjiang Guo; Min Zhang 005 (EMNLP (Findings), 2024)

Adaptive Feature-based Low-Rank Compression of Large Language Models via Bayesian Optimization. - Yixin Ji; Yang Xiang 003; Juntao Li; Qingrong Xia; Zi Ye; Xinyu Duan; Zhefeng Wang 001; Kehai Chen; Min Zhang 005 (EMNLP (Findings), 2024)

Dynamic Planning for LLM-based Graphical User Interface Automation. - Shaoqing Zhang; Zhuosheng Zhang 001; Kehai Chen; Xinbei Ma; Muyun Yang; Tiejun Zhao; Min Zhang 005 (EMNLP (Findings), 2024)

EmoCRT: An Emotion-Cause Relation Enhanced Model for Causal Emotion Entailment. - Zhilong Zhao; Bing Xu; Bufan Xu; Muyun Yang; Kehai Chen; Tiejun Zhao (NLPCC (5), 2024)

A Study on Global Oceanic Chlorophyll-a Concentration Inversion Model for MODIS Using Machine Learning Algorithms. - Kehai Chen; Jinlan Zhang; Yan Zheng; Xuetong Xie (IEEE Access, 2024)

When Large Language Models Meet Vector Databases: A Survey. - Zhi Jing 003; Yongye Su; Yikun Han; Bo Yuan 001; Haiyun Xu; Chunjiang Liu; Kehai Chen; Min Zhang 005 (CoRR, 2024)

A Survey on Human Preference Learning for Large Language Models. - Ruili Jiang; Kehai Chen; Xuefeng Bai 001; Zhixuan He; Juntao Li; Muyun Yang; Tiejun Zhao; Liqiang Nie; Min Zhang 005 (CoRR, 2024)

Benchmarking LLMs for Translating Classical Chinese Poetry:Evaluating Adequacy, Fluency, and Elegance. - Andong Chen; Lianzhang Lou; Kehai Chen; Xuefeng Bai 001; Yang Xiang 003; Muyun Yang; Tiejun Zhao; Min Zhang 005 (CoRR, 2024)

LLM with Relation Classifier for Document-Level Relation Extraction. - Xingzuo Li; Kehai Chen; Yunfei Long; Min Zhang 005 (CoRR, 2024)

MemLong: Memory-Augmented Retrieval for Long Text Modeling. - Weijie Liu; Zecheng Tang; Juntao Li; Kehai Chen; Min Zhang 005 (CoRR, 2024)

LLM-based Translation Inference with Iterative Bilingual Understanding. - Andong Chen; Kehai Chen; Yang Xiang 003; Xuefeng Bai 001; Muyun Yang; Tiejun Zhao; Min Zhang 005 (CoRR, 2024)

Look Before You Leap: Enhancing Attention and Vigilance Regarding Harmful Content with GuidelineLLM. - Shaoqing Zhang; Zhuosheng Zhang 001; Kehai Chen; Rongxiang Weng; Muyun Yang; Tiejun Zhao; Min Zhang 005 (CoRR, 2024)

LinguaLIFT: An Effective Two-stage Instruction Tuning Framework for Low-Resource Language Tasks. - Hongbin Zhang; Kehai Chen; Xuefeng Bai 001; Yang Xiang 003; Min Zhang 005 (CoRR, 2024)

Make Imagination Clearer! Stable Diffusion-based Visual Imagination for Multimodal Machine Translation. - Andong Chen; Yuchen Song; Kehai Chen; Muyun Yang; Tiejun Zhao; Min Zhang 005 (CoRR, 2024)

LLM-based Discriminative Reasoning for Knowledge Graph Question Answering. - Mufan Xu; Kehai Chen; Xuefeng Bai 001; Muyun Yang; Tiejun Zhao; Min Zhang 005 (CoRR, 2024)

Benchmarking and Improving Large Vision-Language Models for Fundamental Visual Graph Understanding and Reasoning. - Yingjie Zhu; Xuefeng Bai 001; Kehai Chen; Yang Xiang 003; Min Zhang 005 (CoRR, 2024)

Hierarchical Latent Alignment for Non-Autoregressive Generation under High Compression Ratio. - Wang Xu; Yongliang Ma; Kehai Chen; Ming Zhou 001; Muyun Yang; Tiejun Zhao (IEICE Trans. Inf. Syst., 2024)

Multi-view fusion for instruction mining of large language model. - Hui Huang 021; Bing Xu; Xinnian Liang; Kehai Chen; Muyun Yang; Tiejun Zhao; Conghui Zhu (Inf. Fusion, 2024)

Multi-view fusion for universal translation quality estimation. - Hui Huang 021; Shuangzhi Wu; Kehai Chen; Xinnian Liang; Hui Di; Muyun Yang; Tiejun Zhao (Inf. Fusion, 2024)

Modeling Inter-Aspect Relations With Clause and Contrastive Learning for Aspect-Based Sentiment Analysis. - Zhixun Qiu; Kehai Chen; Yun Xue; Zhihao Ma; Zhengxuan Zhang (IEEE Trans. Comput. Soc. Syst., 2024)

Look Before You Leap: Enhance Attention and Vigilance Regarding Harmful Content with GuidelineLLM. - Shaoqing Zhang; Zhuosheng Zhang 001; Kehai Chen; Rongxiang Weng; Muyun Yang; Tiejun Zhao; Min Zhang 005 (AAAI, 2025)

LLM-based Translation Inference with Iterative Bilingual Understanding. - Andong Chen; Kehai Chen; Yang Xiang 003; Xuefeng Bai 001; Muyun Yang; Yang Feng 004; Tiejun Zhao; Min Zhang 005 (ACL (Findings), 2025)

Make Imagination Clearer! Stable Diffusion-based Visual Imagination for Multimodal Machine Translation. - Andong Chen; Yuchen Song; Kehai Chen; Xuefeng Bai 001; Muyun Yang; Liqiang Nie; Jie Liu 001; Tiejun Zhao; Min Zhang 005 (ACL (1), 2025)

Efficient Safety Alignment of Large Language Models via Preference Re-ranking and Representation-based Reward Modeling. - Qiyuan Deng; Xuefeng Bai 001; Kehai Chen; Yaowei Wang 001; Liqiang Nie; Min Zhang 005 (ACL (1), 2025)

MDIT-Bench: Evaluating the Dual-Implicit Toxicity in Large Multimodal Models. - Bohan Jin; Shuhan Qi; Kehai Chen; Xinyi Guo; Xuan Wang (ACL (Findings), 2025)

Tool learning via Inference-time Scaling and Cycle Verifier. - Xiaobo Liang; Wenjin Xie; Juntao Li; Wanfu Wang; Yibin Chen; Kehai Chen; Min Zhang 005 (ACL (Findings), 2025)

Generative Reward Modeling via Synthetic Criteria Preference Learning. - Xiaobo Liang; Haoke Zhang; Juntao Li; Kehai Chen; Qiaoming Zhu; Min Zhang 005 (ACL (1), 2025)

The Rise of Darkness: Safety-Utility Trade-Offs in Role-Playing Dialogue Agents. - Yihong Tang; Kehai Chen; Xuefeng Bai 001; Zheng-Yu Niu; Bo Wang; Jie Liu 001; Min Zhang 005 (ACL (Findings), 2025)

From Awareness to Adaptability: Enhancing Tool Utilization for Scientific Reasoning. - Wenjing Xie; Xiaobo Liang; Juntao Li; Wanfu Wang; Kehai Chen; Qiaoming Zhu; Min Zhang 005 (ACL (Findings), 2025)

Memory-augmented Query Reconstruction for LLM-based Knowledge Graph Reasoning. - Mufan Xu; Gewen Liang; Kehai Chen; Wei Wang 164; Xun Zhou 001; Muyun Yang; Tiejun Zhao; Min Zhang 005 (ACL (Findings), 2025)

Benchmarking and Improving Large Vision-Language Models for Fundamental Visual Graph Understanding and Reasoning. - Yingjie Zhu; Xuefeng Bai 001; Kehai Chen; Yang Xiang 003; Jun Yu; Min Zhang 005 (ACL (1), 2025)

InImageTrans: Multimodal LLM-based Text Image Machine Translation. - Fei Zuo; Kehai Chen; Yu Zhang 193; Zhengshan Xue; Min Zhang 005 (ACL (Findings), 2025)

ZigZagKV: Dynamic KV Cache Compression for Long-context Modeling based on Layer Uncertainty. - Meizhi Zhong; Xikai Liu; Chen Zhang 020; Yikun Lei; Yan Gao 017; Yao Hu 002; Kehai Chen; Min Zhang 005 (COLING, 2025)

Understanding the RoPE Extensions of Long-Context LLMs: An Attention Perspective. - Meizhi Zhong; Chen Zhang 020; Yikun Lei; Xikai Liu; Yan Gao 017; Yao Hu 002; Kehai Chen; Min Zhang 005 (COLING, 2025)

MoDification: Mixture of Depths Made Easy. - Chen Zhang 020; Meizhi Zhong; Qimeng Wang; Xuantao Lu; Zheyu Ye; Chengqiang Lu; Yan Gao 017; Yao Hu 002; Kehai Chen; Min Zhang 005; Dawei Song 001 (NAACL (Long Papers), 2025)

TF-Attack: Transferable and fast adversarial attacks on large language models. - Zelin Li; Kehai Chen; Lemao Liu; Xuefeng Bai 001; Mingming Yang; Yang Xiang 003; Min Zhang 005 (Knowl. Based Syst., 2025)

Evaluating o1-Like LLMs: Unlocking Reasoning for Translation through Comprehensive Analysis. - Andong Chen; Yuchen Song; Wenxin Zhu; Kehai Chen; Muyun Yang; Tiejun Zhao; Min Zhang 005 (CoRR, 2025)

Exploring Translation Mechanism of Large Language Models. - Hongbin Zhang; Kehai Chen; Xuefeng Bai 001; Xiucheng Li; Yang Xiang 003; Min Zhang 005 (CoRR, 2025)

ASurvey: Spatiotemporal Consistency in Video Generation. - Zhiyu Yin; Kehai Chen; Xuefeng Bai 001; Ruili Jiang; Juntao Li; Hongdong Li; Jin Liu 012; Yang Xiang 003; Jun Yu; Min Zhang 005 (CoRR, 2025)

The Power of Personality: A Human Simulation Perspective to Investigate Large Language Model Agents. - Yifan Duan; Yihong Tang; Xuefeng Bai 001; Kehai Chen; Juntao Li; Min Zhang 005 (CoRR, 2025)

Generator-Assistant Stepwise Rollback Framework for Large Language Model Agent. - Xingzuo Li; Kehai Chen; Yunfei Long; Xuefeng Bai 001; Yong Xu 001; Min Zhang 005 (CoRR, 2025)

XIFBench: Evaluating Large Language Models on Multilingual Instruction Following. - Zhenyu Li; Kehai Chen; Yunfei Long; Xuefeng Bai 001; Yaoyin Zhang; Xuchen Wei; Juntao Li; Min Zhang 005 (CoRR, 2025)

Merge then Realign: Simple and Effective Modality-Incremental Continual Learning for Multimodal LLMs. - Dingkun Zhang; Shuhan Qi; Xinyu Xiao; Kehai Chen; Xuan Wang (CoRR, 2025)

Representation-based Reward Modeling for Efficient Safety Alignment of Large Language Model. - Qiyuan Deng; Xuefeng Bai 001; Kehai Chen; Yaowei Wang 001; Liqiang Nie; Min Zhang 005 (CoRR, 2025)

Adaptive Inner Speech-Text Alignment for LLM-based Speech Translation. - Henglyu Liu; Andong Chen; Kehai Chen; Xuefeng Bai 001; Meizhi Zhong; Yuan Qiu 001; Min Zhang 005 (CoRR, 2025)

MoK-RAG: Mixture of Knowledge Paths Enhanced Retrieval-Augmented Generation for Embodied AI Environments. - Zhengsheng Guo; Linwei Zheng; Xinyang Chen 001; Xuefeng Bai 001; Kehai Chen; Min Zhang 005 (CoRR, 2025)

Lost in Benchmarks? Rethinking Large Language Model Benchmarking with Item Response Theory. - Hongli Zhou 001; Hui Huang 021; Ziqing Zhao; Lvyuan Han; Huicheng Wang; Kehai Chen; Muyun Yang; Wei Bao; Jian Dong; Bing Xu; Conghui Zhu; Hailong Cao; et al. (CoRR, 2025)

Evaluating and Steering Modality Preferences in Multimodal Large Language Model. - Yu Zhang 193; Jinlong Ma; Yongshuai Hou; Xuefeng Bai 001; Kehai Chen; Yang Xiang 003; Jun Yu; Min Zhang 005 (CoRR, 2025)

XBOUND: Exploring the Capability Boundaries of Device-Control Agents through Trajectory Tree Exploration. - Shaoqing Zhang; Kehai Chen; Zhuosheng Zhang 001; Rumei Li; Rongxiang Weng; Yang Xiang 003; Liqiang Nie; Min Zhang 005 (CoRR, 2025)

Thinking in Character: Advancing Role-Playing Agents with Role-Aware Reasoning. - Yihong Tang; Kehai Chen; Muyun Yang; Zhengyu Niu; Jing Li; Tiejun Zhao; Min Zhang 005 (CoRR, 2025)

ORPP: Self-Optimizing Role-playing Prompts to Enhance Language Model Capabilities. - Yifan Duan; Yihong Tang; Kehai Chen; Liqiang Nie; Min Zhang 005 (CoRR, 2025)

MASTER: Enhancing Large Language Model via Multi-Agent Simulated Teaching. - Liang Yue; Yihong Tang; Kehai Chen; Jie Liu 001; Min Zhang 005 (CoRR, 2025)

The Hidden Link Between RLHF and Contrastive Learning. - Xufei Lv; Haoyuan Sun; Xuefeng Bai 001; Min Zhang 005; Houde Liu; Kehai Chen (CoRR, 2025)

HITSZ's End-To-End Speech Translation Systems Combining Sequence-to-Sequence Auto Speech Recognition Model and Indic Large Language Model for IWSLT 2025 in Indic Track. - Xuchen Wei; Yangxin Wu; Yaoyin Zhang; Henglyu Liu; Kehai Chen; Xuefeng Bai 001; Min Zhang 005 (CoRR, 2025)