| 2026 | AAAI | CoGenSAM: Codebook-Interactive Generative Labeling for Adapting SAM to Crack Segmentation. | Zhuangzhuang Chen, Nuo Chen, Dachong Li, Zhiliang Lin, Xingyu Feng, Yifan Zhang, Jie Chen, Jianqiang Li |
| 2026 | AAAI | ExtendAttack: Attacking Servers of LRMs via Extending Reasoning. | Zhenhao Zhu, Yue Liu, Zhiwei Xu, Yingwei Ma, Hongcheng Gao, Nuo Chen, Yanpei Guo, Wenjie Qu, Huiying Xu, Zifeng Kang, Xinzhong Zhu, Jiaheng Zhang |
| 2026 | ACL | XtraGPT: Context-Aware and Controllable Academic Paper Revision via Human-AI Collaboration. | Nuo Chen, Andre Huikai Lin, Jiaying Wu, Junyi Hou, Zining Zhang, Qian Wang, Xidong Wang, Bingsheng He |
| 2026 | ACL | Diversity Collapse in Multi-Agent LLM Systems: Structural Coupling and Collective Failure in Open-Ended Idea Generation. | Nuo Chen, Yicheng Tong, Yuzhe Yang, Yufei He, Xueyi Zhang, Qingyun Zou, Qian Wang, Bingsheng He |
| 2026 | ACL | MultiFinBen: Benchmarking Large Language Models for Multilingual and Multimodal Financial Application. | Xueqing Peng, Lingfei Qian, Yan Wang, Ruoyu Xiang, Yueru He, Yang Ren, Mingyang Jiang, Vincent Jim Zhang, Yuqing Guo, Jeff Zhao, Huan He, Yi Han, Yun Feng, Yuechen Jiang, Yupeng Cao, Haohang Li, Yangyang Yu, Xiaoyu Wang, Penglei Gao, Shengyuan Lin, Keyi Wang, Shanshan Yang, Yilun Zhao, Zhiwei Liu, Peng Lu, Jerry Huang, Suyuchen Wang, Triantafillos Papadopoulos, Polydoros Giannouris, Efstathia Soufleri, Nuo Chen, Zhiyang Deng, Heming Fu, Yijia Zhao, Mingquan Lin, Meikang Qiu, Kaleb E. Smith, Arman Cohan, Xiao-Yang Liu, Jimin Huang, Guojun Xiong, Alejandro Lopez-Lira, Xi Chen, Junichi Tsujii, Jian-Yun Nie, Sophia Ananiadou, Qianqian Xie |
| 2026 | ACL | Incentivizing In-depth Reasoning over Long Contexts with Process Advantage Shaping. | Miao Peng, Weizhou Shen, Nuo Chen, Chenliang Li, Ming Yan, Jia Li |
| 2026 | ACL | AlgBench: To What Extent Do Large Reasoning Models Understand Algorithms? | Henan Sun, Kaichi Yu, Yuyao Wang, Bowen Liu, Xunkai Li, Rong-Hua Li, Nuo Chen, Jia Li |
| 2026 | ACL | EmoMM: Benchmarking and Steering MLLM for Multimodal Emotion Recognition under Conflict and Missingness. | Yueru Sun, Yimeng Zhang, Haoyu Gu, Nuo Chen, Dong She, Xianrong Yao, Yang Gao, Zhanpeng Jin |
| 2026 | AIED | Beyond the Chat Window: A Trace-Based Positioning Analysis of Student-GenAI Interactions in Academic Writing. | Nuo Chen, Wanying Zhong, Kejie Shen, Yizhou Fan |
| 2026 | CHI | EmoType-Zero: Adaptive Fonts to Render the Speech Emotion. | Dong She, Jinghe Yu, Nuo Chen, Yuting Bai, Yang Gao, Zhanpeng Jin |
| 2026 | ICDE | Contemp: Instance Caching Based on Container Temperature in Serverless Environment. | Pengwei Wang, Nuo Chen, Haoquan Qi, Yichen Zhong, Shun Song |
| 2026 | WWW | PaperDebugger: A Plugin-Based Multi-Agent System for In-Editor Academic Writing, Review, and Editing. | Junyi Hou, Andre Huikai Lin, Nuo Chen, Yiwei Gong, Bingsheng He |
| 2026 | WSDM | Mitigating the Threshold Priming Effect in Large Language Model-Based Relevance Judgments via Personality Simulation. | Nuo Chen, Hanpei Fang, Jiqun Liu, Wilson Wei, Tetsuya Sakai, Xiao-Ming Wu |
| 2026 | WSDM | Accelerating Generative Recommendation via Simple Categorical User Sequence Compression. | Qijiong Liu, Lu Fan, Zhongzhou Liu, Xiaoyu Dong, Yuankai Luo, Guoyuan An, Nuo Chen, Wei Guo, Yong Liu, Xiao-Ming Wu |
| 2025 | ACL | MegaAgent: A Large-Scale Autonomous LLM-based Multi-Agent System Without Predefined SOPs. | Qian Wang, Tianyu Wang, Zhenheng Tang, Qinbin Li, Nuo Chen, Jingsheng Liang, Bingsheng He |
| 2025 | ACL | Revisiting LoRA through the Lens of Parameter Redundancy: Spectral Encoding Helps. | Jiashun Cheng, Aochuan Chen, Nuo Chen, Ziqi Gao, Yuhan Li, Jia Li, Fugee Tsung |
| 2025 | ACL | CapArena: Benchmarking and Analyzing Detailed Image Captioning in the LLM Era. | Kanzhi Cheng, Wenpo Song, Jiaxin Fan, Zheng Ma, Qiushi Sun, Fangzhi Xu, Chenyang Yan, Nuo Chen, Jianbing Zhang, Jiajun Chen |
| 2025 | ACL | RelEdit: Evaluating Conceptual Knowledge Editing in Language Models via Relational Reasoning. | Yifan Niu, Miao Peng, Nuo Chen, Yatao Bian, Tingyang Xu, Jia Li |
| 2025 | ACL | How does Misinformation Affect Large Language Model Behaviors and Preferences? | Miao Peng, Nuo Chen, Jianheng Tang, Jia Li |
| 2025 | CIKM | GCoder: Improving Large Language Model for Generalized Graph Reasoning. | Qifan Zhang, Xiaobin Hong, Jianheng Tang, Nuo Chen, Yuhan Li, Wenzhong Li, Jing Tang, Jia Li |
| 2025 | COLING | Compress to Impress: Unleashing the Potential of Compressive Memory in Real-World Long-Term Conversations. | Nuo Chen, Hongguang Li, Jianhui Chang, Juhua Huang, Baoyuan Wang, Jia Li |
| 2025 | CVPR | Explainable Saliency: Articulating Reasoning with Contextual Prioritization. | Nuo Chen, Ming Jiang, Qi Zhao |
| 2025 | ECAI | Significance-Driven Skeleton Map Convolution for Skeleton-Based Action Recognition. | Nuo Chen, Liqun Huang, Xiaotao Huang |
| 2025 | EMNLP | DRBO: Mitigating Short Board Effect via Dynamic Reward Balancing in Multi-reward LLM Optimization. | Nuo Chen, Yufei Gao, Yongnan Jin, Yan Hu, Anningzhe Gao, Lingyong Yan, Benyou Wang |
| 2025 | ICASSP | PHMamba: Preheating State Space Models with Context-Augmented Features for Medical Image Segmentation. | Nuo Chen, Shaoyu Wang, Ran Lu, Wenxuan Li, Xiujin Shi |
| 2025 | ICCV | Event-Based Tiny Object Detection: A Benchmark Dataset and Baseline. | Nuo Chen, Chao Xiao, Yimian Dai, Shiman He, Miao Li, Wei An |
| 2025 | ICLR | GraphArena: Evaluating and Exploring Large Language Models on Graph Computation. | Jianheng Tang, Qifan Zhang, Yuhan Li, Nuo Chen, Jia Li |
| 2025 | ICLR | Efficiently Democratizing Medical LLMs for 50 Languages via a Mixture of Language Family Experts. | Guorui Zheng, Xidong Wang, Juhao Liang, Nuo Chen, Yuping Zheng, Benyou Wang |
| 2025 | IJCNN | EDGRNet: An Error Detection and Guided Refinement Network for Skin Lesion Segmentation. | Wenxuan Li, Shaoyu Wang, Nuo Chen, Ran Lu, Xiujin Shi |
| 2025 | IJCNN | Uncertainty-Guided Prototype Mixture Model for Skin Lesion Segmentation. | Wenxuan Li, Shaoyu Wang, Nuo Chen, Ran Lu, Xiujin Shi |
| 2025 | IJCNN | WDSF-Mamba: Clothing Parsing via Wavelet Domain Spatial-Frequency Mamba. | Zhongyuan Teng, Shaoyu Wang, Xinyi Luo, Shiying Yang, Nuo Chen |
| 2025 | ICRA | Task-Oriented 6-DoF Grasp Pose Detection in Clutters. | An-Lan Wang, Nuo Chen, Kun-Yu Lin, Yuan-Ming Li, Wei-Shi Zheng |
| 2025 | ICWS | UAV-Mesh: A Graph-Based Decentralized Service Mesh Framework for UAV Swarms. | Chenghang Liu, Han Yu, Nuo Chen, Bingqing Shen, Hongming Cai |
| 2025 | IECON | Model-Agnostic Meta-Learning Inspired Adaptive Control Framework for Unknown Payload Picking. | Nuo Chen, Ya-Jun Pan |
| 2025 | KDD | Rewarding Graph Reasoning Process makes LLMs more Generalized Reasoners. | Miao Peng, Nuo Chen, Zongrui Suo, Jia Li |
| 2025 | NAACL | Is Your LLM Outdated? A Deep Look at Temporal Generalization. | ChenghaoZhu ChenghaoZhu, Nuo Chen, Yufei Gao, Yunyi Zhang, Prayag Tiwari, Benyou Wang |
| 2025 | NAACL | MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria. | Wentao Ge, Shunian Chen, Hardy Chen, Nuo Chen, Junying Chen, Zhihong Chen, Wenya Xie, Shuo Yan, ChenghaoZhu ChenghaoZhu, Ziyue Lin, Dingjie Song, Xidong Wang, Anningzhe Gao, Zhiyi Zhang, Jianquan Li, Xiang Wan, Benyou Wang |
| 2025 | WWW | RankFlow: A Multi-Role Collaborative Reranking Workflow Utilizing Large Language Models. | Can Jin, Hongwu Peng, Anxiang Zhang, Nuo Chen, Jiahui Zhao, Xi Xie, Kuangzheng Li, Shuya Feng, Kai Zhong, Caiwen Ding, Dimitris N. Metaxas |
| 2024 | ACL | ChatDev: Communicative Agents for Software Development. | Chen Qian, Wei Liu, Hongzhang Liu, Nuo Chen, Yufan Dang, Jiahao Li, Cheng Yang, Weize Chen, Yusheng Su, Xin Cong, Juyuan Xu, Dahai Li, Zhiyuan Liu, Maosong Sun |
| 2024 | COLING | Make Prompt-based Black-Box Tuning Colorful: Boosting Model Generalization from Three Orthogonal Perspectives. | Qiushi Sun, Chengcheng Han, Nuo Chen, Renyu Zhu, Jingyang Gong, Xiang Li, Ming Gao |
| 2024 | COLING | TransCoder: Towards Unified Transferable Code Representation Learning Inspired by Human Skills. | Qiushi Sun, Nuo Chen, Jianing Wang, Ming Gao, Xiang Li |
| 2024 | COLING | Structure-aware Fine-tuning for Code Pre-trained Models. | Jiayi Wu, Renyu Zhu, Nuo Chen, Qiushi Sun, Xiang Li, Ming Gao |
| 2024 | CVPR | Multiagent Multitraversal Multimodal Self-Driving: Open MARS Dataset. | Yiming Li, Zhiheng Li, Nuo Chen, Moonjun Gong, Zonglin Lyu, Zehong Wang, Peili Jiang, Chen Feng |
| 2024 | EMNLP | Breaking Language Barriers in Multilingual Mathematical Reasoning: Insights and Observations. | Nuo Chen, Zinan Zheng, Ning Wu, Ming Gong, Dongmei Zhang, Jia Li |
| 2024 | EMNLP | ControlMath: Controllable Data Generation Promotes Math Generalist Models. | Nuo Chen, Ning Wu, Jianhui Chang, Linjun Shou, Jia Li |
| 2024 | EMNLP | Retrieving, Rethinking and Revising: The Chain-of-Verification Can Improve Retrieval Augmented Generation. | Bolei He, Nuo Chen, Xinran He, Lingyong Yan, Zhenkai Wei, Jinchang Luo, Zhen-Hua Ling |
| 2024 | EMNLP | CryptoTrade: A Reflective LLM-based Agent to Guide Zero-shot Cryptocurrency Trading. | Yuan Li, Bingqiao Luo, Qian Wang, Nuo Chen, Xu Liu, Bingsheng He |
| 2024 | IJCNN | Rethinking the Role of Structural Information: How It Enhances Code Representation Learning? | Qiushi Sun, Nuo Chen, Jianing Wang, Xiaoli Li |
| 2024 | IROS | SSCBench: A Large-Scale 3D Semantic Scene Completion Benchmark for Autonomous Driving. | Yiming Li, Sihang Li, Xinhao Liu, Moonjun Gong, Kenan Li, Nuo Chen, Zijun Wang, Zhiheng Li, Tao Jiang, Fisher Yu, Yue Wang, Hang Zhao, Zhiding Yu, Chen Feng |
| 2024 | KDD | GraphWiz: An Instruction-Following Language Model for Graph Computational Problems. | Nuo Chen, Yuhan Li, Jianheng Tang, Jia Li |
| 2024 | WSDM | ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Language Models. | Qijiong Liu, Nuo Chen, Tetsuya Sakai, Xiao-Ming Wu |
| 2023 | AAAI | Human Mobility Modeling during the COVID-19 Pandemic via Deep Graph Diffusion Infomax. | Yang Liu, Yu Rong, Zhuoning Guo, Nuo Chen, Tingyang Xu, Fugee Tsung, Jia Li |
| 2023 | AAAI | FiTs: Fine-Grained Two-Stage Training for Knowledge-Aware Question Answering. | Qichen Ye, Bowen Cao, Nuo Chen, Weiyuan Xu, Yuexian Zou |
| 2023 | ACL | When Gradient Descent Meets Derivative-Free Optimization: A Match Made in Black-Box Scenario. | Chengcheng Han, Liqing Cui, Renyu Zhu, Jianing Wang, Nuo Chen, Qiushi Sun, Xiang Li, Ming Gao |
| 2023 | ACL | Alleviating Over-smoothing for Unsupervised Sentence Representation. | Nuo Chen, Linjun Shou, Jian Pei, Ming Gong, Bowen Cao, Jianhui Chang, Jia Li, Daxin Jiang |
| 2023 | ACL | Structural Contrastive Pretraining for Cross-Lingual Comprehension. | Nuo Chen, Linjun Shou, Tengtao Song, Ming Gong, Jian Pei, Jianhui Chang, Daxin Jiang, Jia Li |
| 2023 | CIKM | HugNLP: A Unified and Comprehensive Library for Natural Language Processing. | Jianing Wang, Nuo Chen, Qiushi Sun, Wenkang Huang, Chengyu Wang, Ming Gao |
| 2023 | CVPR | Mapping Degeneration Meets Label Evolution: Learning Infrared Small Target Detection with Single Point Supervision. | Xinyi Ying, Li Liu, Yingqian Wang, Ruojing Li, Nuo Chen, Zaiping Lin, Weidong Sheng, Shilin Zhou |
| 2023 | EMNLP | Natural Response Generation for Chinese Reading Comprehension. | Nuo Chen, Hongguang Li, Yinan Bao, Baoyuan Wang, Jia Li |
| 2023 | EMNLP | Orca: A Few-shot Benchmark for Chinese Conversational Machine Reading Comprehension. | Nuo Chen, Hongguang Li, Junqing He, Yinan Bao, Xinshi Lin, Qi Yang, Jianfeng Liu, Ruyi Gan, Jiaxing Zhang, Baoyuan Wang, Jia Li |
| 2023 | EMNLP | Evaluating and Enhancing the Robustness of Code Pre-trained Models through Structure-Aware Adversarial Samples Generation. | Nuo Chen, Qiushi Sun, Jianing Wang, Ming Gao, Xiaoli Li, Xiang Li |
| 2023 | EMNLP | Pass-Tuning: Towards Structure-Aware Parameter-Efficient Tuning for Code Representation Learning. | Nuo Chen, Qiushi Sun, Jianing Wang, Xiang Li, Ming Gao |
| 2023 | EMNLP | Large Language Models Meet Harry Potter: A Dataset for Aligning Dialogue Agents with Characters. | Nuo Chen, Yan Wang, Haiyun Jiang, Deng Cai, Yuhan Li, Ziyang Chen, Longyue Wang, Jia Li |
| 2023 | EMNLP | Uncertainty-aware Parameter-Efficient Self-training for Semi-supervised Language Understanding. | Jianing Wang, Qiushi Sun, Nuo Chen, Chengyu Wang, Jun Huang, Ming Gao, Xiang Li |
| 2023 | ICASSP | Improving Retrieval-Based Dialogue System Via Syntax-Informed Attention. | Tengtao Song, Nuo Chen, Ji Jiang, Zhihong Zhu, Yuexian Zou |
| 2023 | WWW | A Reference-Dependent Model for Web Search Evaluation: Understanding and Measuring the Experience of Boundedly Rational Users. | Nuo Chen, Jiqun Liu, Tetsuya Sakai |
| 2023 | SIGIR | Practice and Challenges in Building a Business-oriented Search Engine Quality Metric. | Nuo Chen, Donghyun Park, Hyungae Park, Kijun Choi, Tetsuya Sakai, Jinyoung Kim |
| 2022 | AAAI | From Good to Best: Two-Stage Training for Cross-Lingual Machine Reading Comprehension. | Nuo Chen, Linjun Shou, Ming Gong, Jian Pei |
| 2022 | COLING | A Transformer-based Threshold-Free Framework for Multi-Intent NLU. | Lisung Chen, Nuo Chen, Yuexian Zou, Yong Wang, Xinzhong Sun |
| 2022 | EMNLP | CAT-probing: A Metric-based Approach to Interpret How Pre-trained Models for Programming Language Attend Code Structure. | Nuo Chen, Qiushi Sun, Renyu Zhu, Xiang Li, Xuesong Lu, Ming Gao |
| 2022 | Interspeech | Automatic Prosody Annotation with Pre-Trained Text-Speech Model. | Ziqian Dai, Jianwei Yu, Yan Wang, Nuo Chen, Yanyao Bian, Guangzhi Li, Deng Cai, Dong Yu |
| 2022 | NAACL | Bridging the Gap between Language Models and Cross-Lingual Sequence Labeling. | Nuo Chen, Linjun Shou, Ming Gong, Jian Pei, Daxin Jiang |
| 2022 | NAACL | End-to-end Spoken Conversational Question Answering: Task, Dataset and Model. | Chenyu You, Nuo Chen, Fenglin Liu, Shen Ge, Xian Wu, Yuexian Zou |
| 2022 | SIGIR | Constructing Better Evaluation Metrics by Incorporating the Anchoring Effect into the User Model. | Nuo Chen, Fan Zhang, Tetsuya Sakai |
| 2021 | EMNLP | Self-supervised Contrastive Cross-Modality Representation Learning for Spoken Question Answering. | Chenyu You, Nuo Chen, Yuexian Zou |
| 2021 | ICASSP | Adaptive Bi-Directional Attention: Exploring Multi-Granularity Representations for Machine Reading Comprehension. | Nuo Chen, Fenglin Liu, Chenyu You, Peilin Zhou, Yuexian Zou |
| 2021 | ICASSP | Knowledge Distillation for Improved Accuracy in Spoken Question Answering. | Chenyu You, Nuo Chen, Yuexian Zou |
| 2021 | IJCAI | MRD-Net: Multi-Modal Residual Knowledge Distillation for Spoken Question Answering. | Chenyu You, Nuo Chen, Yuexian Zou |
| 2021 | Interspeech | Self-Supervised Dialogue Learning for Spoken Conversational Question Answering. | Nuo Chen, Chenyu You, Yuexian Zou |
| 2021 | Interspeech | Text Anchor Based Metric Learning for Small-Footprint Keyword Spotting. | Li Wang, Rongzhi Gu, Nuo Chen, Yuexian Zou |
| 2021 | Interspeech | Contextualized Attention-Based Knowledge Transfer for Spoken Conversational Question Answering. | Chenyu You, Nuo Chen, Yuexian Zou |