| 2026 | AAAI | Diffusion Distillation with Direct Preference Optimization for Efficient 3D LiDAR Scene Completion. | An Zhao, Shengyuan Zhang, Zejian Li, Ling Yang, Pei Chen, Jiale Wu, Haoran Xu, Anyang Wei, Perry Pengyun Gu, Lingyun Sun |
| 2026 | ACL | ThinkPersona: Thinking with Persona Graphs for Faithful Individualized Role-Playing. | Yichen Cai, Pei Chen, Jiayang Li, Jingya Guo, Zejian Li, Changyuan Yang, Lingyun Sun |
| 2026 | ACL | IEvoAgent: Evolving Conversational Agent based on User Implicit Feedback. | Yichen Cai, Jiayang Li, Junyuan Qiu, Jingya Guo, Weitao You, Changyuan Yang, Lingyun Sun, Pei Chen |
| 2026 | ACL | From Experts to Bases: Orthogonal Subspace Mixture for Continual Multimodal Instruction Tuning. | Pei Chen, Xilai Wang, Qixu Shi, Zejian Li, Lingyun Sun |
| 2026 | ACL | Mitigating Lost in Multi-turn Conversation via Curriculum RL with Verifiable Accuracy and Abstention Rewards. | Ming Li, Pei Chen, Zhenhao Zhang, Tao Yang, Xinyang Zhang, Han Li, Tianyu Cao, Ming Zeng, Zhuofeng Wu, Meng Jiang, Huasheng Li, Lihong Li, Bing Yin |
| 2026 | ACL | Instant Personalized Large Language Model Adaptation via Hypernetwork. | Zhaoxuan Tan, Zixuan Zhang, Haoyang Wen, Zheng Li, Rongzhi Zhang, Pei Chen, Fengran Mo, Zheyuan Liu, Qingkai Zeng, Qingyu Yin, Meng Jiang |
| 2026 | ACL | Trajectory2Task: Training Robust Tool-Calling Agents with Synthesized Yet Verifiable Data for Complex User Intents. | Ziyi Wang, Yuxuan Lu, Yimeng Zhang, Pei Chen, Ziwei Dong, Jing Huang, Jiri Gesi, Xianfeng Tang, Chen Luo, Qun Liu, Yisi Sang, Hanqing Lu, Manling Li, Jin Lai, Dakuo Wang |
| 2026 | CHI | Does Sycophancy Change Decisions? Effect of LLM Sycophancy on AI-Assisted Decision-Making. | Zejian Li, Jiaman Pan, Qi Liu, Yuning Xi, Yixiang Zhou, Yike Jin, Rongjie Mao, Pei Chen |
| 2026 | CHI | Seeing Eye to Eye: Enabling Cognitive Alignment Through Shared First-Person Perspective in Human-AI Collaboration: Seeing Eye to Eye. | Zhuyu Teng, Pei Chen, Yichen Cai, Ruoqing Lu, Zhaoqu Jiang, Jiayang Li, Weitao You, Lingyun Sun |
| 2026 | CHI | PoemPalette: Facilitating Poetry Creative Exploration and Foundational Understanding through the Ideorealm Alignment of Paintings and Poems. | Ying Zhang, Kaixin Jia, Hong Jian Zhang, Kewen Zhu, Chenye Meng, Jiesi Zhang, Zejian Li, Pei Chen, Lingyun Sun |
| 2026 | CHI | ImmersiProtor: A Collaborative Mixed-Prototype Tool Integrating Spatial Augmented Reality and Component-layered Generation. | Hongbo Zhang, Yifei Wu, Chaoyi Lin, Weitao You, Lingyun Sun, Pei Chen |
| 2026 | WWW | Unveiling the Resilience of LLM-Enhanced Search Engines against Black-Hat SEO Manipulation. | Pei Chen, Geng Hong, Xinyi Wu, Mengying Wu, Zixuan Zhu, Mingxuan Liu, Baojun Liu, Mi Zhang, Min Yang |
| 2025 | AAAI | Personalized Dynamic Music Emotion Recognition with Dual-Scale Attention-Based Meta-Learning. | Dengming Zhang, Weitao You, Ziheng Liu, Lingyun Sun, Pei Chen |
| 2025 | AAAI | GVMGen: A General Video-to-Music Generation Model with Hierarchical Attentions. | Heda Zuo, Weitao You, Junxian Wu, Shihong Ren, Pei Chen, Mingxu Zhou, Yujia Lu, Lingyun Sun |
| 2025 | ACL | Mosaic-IT: Cost-Free Compositional Data Synthesis for Instruction Tuning. | Ming Li, Pei Chen, Chenguang Wang, Hongyu Zhao, Yijun Liang, Yupeng Hou, Fuxiao Liu, Tianyi Zhou |
| 2025 | ACL | UniConv: Unifying Retrieval and Response Generation for Large Language Models in Conversations. | Fengran Mo, Yifan Gao, Chuan Meng, Xin Liu, Zhuofeng Wu, Kelong Mao, Zhengyang Wang, Pei Chen, Zheng Li, Xian Li, Bing Yin, Meng Jiang |
| 2025 | ACL | Aligning Large Language Models with Implicit Preferences from User-Generated Content. | Zhaoxuan Tan, Zheng Li, Tianyi Liu, Haodong Wang, Hyokun Yun, Ming Zeng, Pei Chen, Zhihan Zhang, Yifan Gao, Ruijie Wang, Priyanka Nigam, Bing Yin, Meng Jiang |
| 2025 | CHI | CoExploreDS: Framing and Advancing Collaborative Design Space Exploration Between Human and AI. | Pei Chen, Jiayi Yao, Zhuoyi Cheng, Yichen Cai, Jiayang Li, Weitao You, Lingyun Sun |
| 2025 | CHI | Transitioning Focus: Viewing Human-AI Collaboration as Mixed-focus Collaboration. | Zhuoyi Cheng, Pei Chen, Yiwen Ren, Wenzheng Song, Lingyun Sun |
| 2025 | CHI | FusionProtor: A Mixed-Prototype Tool for Component-level Physical-to-Virtual 3D Transition and Simulation. | Hongbo Zhang, Pei Chen, Xuelong Xie, Zhaoqu Jiang, Yifei Wu, Zejian Li, Xiaoyu Chen, Lingyun Sun |
| 2025 | CHI | IEDS: Exploring an Intelli-Embodied Design Space Combining Designer, AR, and GAI to Support Industrial Conceptual Design. | Hongbo Zhang, Pei Chen, Jingwen Yang, Yifei Wu, Zhaoqu Jiang, Xuelong Xie, Weitao You, Lingyun Sun |
| 2025 | EMNLP | Improving Large Language Models Function Calling and Interpretability via Guided-Structured Templates. | Hy Dang, Tianyi Liu, Zhuofeng Wu, Jingfeng Yang, Haoming Jiang, Tao Yang, Pei Chen, Zhengyang Wang, Helen Wang, Huasheng Li, Bing Yin, Meng Jiang |
| 2025 | ICASSP | Improving Adversarial Transferability through Channel-wise Scaling and Frequency-random Dropping. | Pei Chen, Zhiyong Feng, Meng Xing, Yiming Zhang, Jinqing Zheng |
| 2025 | IJCAI | Intoner: For Chinese Poetry Intoning Synthesis. | Heda Zuo, Liyao Sun, Zeyu Lai, Weitao You, Pei Chen, Lingyun Sun |
| 2025 | IJCNN | EMMA: Your Text-to-Image Diffusion Model Can Secretly Accept Multi-Modal Prompts. | Yucheng Han, Rui Wang, Chi Zhang, Juntao Hu, Pei Chen, Bin Fu, Hanwang Zhang |
| 2025 | IUI | An Exploratory Study on How AI Awareness Impacts Human-AI Design Collaboration. | Zhuoyi Cheng, Pei Chen, Wenzheng Song, Hongbo Zhang, Zhuoshu Li, Lingyun Sun |
| 2025 | NAACL | LongLeader: A Comprehensive Leaderboard for Large Language Models in Long-context Scenarios. | Pei Chen, Hongye Jin, Cheng-Che Lee, Rulin Shao, Jingfeng Yang, Mingyu Zhao, Zhaoyu Zhang, Qin Lu, Kaiwen Men, Ning Xie, Huasheng Li, Bing Yin, Han Li, Lingyun Wang |
| 2025 | NAACL | ALERT: An LLM-powered Benchmark for Automatic Evaluation of Recommendation Explanations. | Yichuan Li, Xinyang Zhang, Chenwei Zhang, Mao Li, Tianyi Liu, Pei Chen, Yifan Gao, Kyumin Lee, Kaize Ding, Zhengyang Wang, Zhihan Zhang, Jingbo Shang, Xian Li, Trishul Chilimbi |
| 2025 | NAACL | Hephaestus: Improving Fundamental Agent Capabilities of Large Language Models through Continual Pre-Training. | Yuchen Zhuang, Jingfeng Yang, Haoming Jiang, Xin Liu, Kewei Cheng, Sanket Lokegaonkar, Yifan Gao, Qing Ping, Tianyi Liu, Binxuan Huang, Zheng Li, Zhengyang Wang, Pei Chen, Ruijie Wang, Rongzhi Zhang, Nasser Zalmout, Priyanka Nigam, Bing Yin, Chao Zhang |
| 2025 | WWW | You Can't Eat Your Cake and Have It Too: The Performance Degradation of LLMs with Jailbreak Defense. | Wuyuao Mai, Geng Hong, Pei Chen, Xudong Pan, Baojun Liu, Yuan Zhang, Haixin Duan, Min Yang |
| 2024 | ACL | ItD: Large Language Models Can Teach Themselves Induction through Deduction. | Wangtao Sun, Haotian Xu, Xuanqing Yu, Pei Chen, Shizhu He, Jun Zhao, Kang Liu |
| 2024 | ICWS | Parallelism-Aware Service Function Chain Placement for Delay-sensitive IoT Applications with VNF Reuse in Mobile Edge Computing. | Haiyan Wang, Pei Chen |
| 2024 | MMM | Exploring Imperceptible Adversarial Examples in YC | Pei Chen, Zhiyong Feng, Meng Xing, Yiming Zhang, Jinqing Zheng |
| 2024 | NAACL | CoMM: Collaborative Multi-Agent, Multi-Reasoning-Path Prompting for Complex Problem Solving. | Pei Chen, Shuai Zhang, Boran Han |
| 2024 | UIST | ProtoDreamer: A Mixed-prototype Tool Combining Physical Model and Generative AI to Support Conceptual Design. | Hongbo Zhang, Pei Chen, Xuelong Xie, Chaoyi Lin, Lianyan Liu, Zhuoshu Li, Weitao You, Lingyun Sun |
| 2024 | UIST | StyleFactory: Towards Better Style Alignment in Image Creation through Style-Strength-Based Control and Evaluation. | Mingxu Zhou, Dengming Zhang, Weitao You, Ziqi Yu, Yifei Wu, Chenghao Pan, Huiting Liu, Tianyu Lao, Pei Chen |
| 2023 | CCS | Understanding and Detecting Abused Image Hosting Modules as Malicious Services. | Geng Hong, Mengying Wu, Pei Chen, Xiaojing Liao, Guoyi Ye, Min Yang |
| 2023 | IJCAI | Learning Object Consistency and Interaction in Image Generation from Scene Graphs. | Yangkang Zhang, Chenye Meng, Zejian Li, Pei Chen, Guang Yang, Changyuan Yang, Lingyun Sun |
| 2023 | VR | Designing a Smart VR Painting System with Multisensory Interaction for Immersive Experience. | Zhuoshu Li, Pei Chen, Hongbo Zhang, Yexinrui Wu, Kewei Guo, Lingyun Sun |
| 2022 | CVPR | Few-Shot Incremental Learning for Label-to-Image Translation. | Pei Chen, Yangkang Zhang, Zejian Li, Lingyun Sun |
| 2022 | CVPR | DArch: Dental Arch Prior-assisted 3D Tooth Instance Segmentation with Weak Annotations. | Liangdong Qiu, Chongjie Ye, Pei Chen, Yunbi Liu, Xiaoguang Han, Shuguang Cui |
| 2022 | ECCV | TO-Scene: A Large-Scale Dataset for Understanding 3D Tabletop Scenes. | Mutian Xu, Pei Chen, Haolin Liu, Xiaoguang Han |
| 2022 | HCI | DesignEva: A Design-Supported Tool with Multi-faceted Perceptual Evaluation. | Yun Lou, Wei-yue Gao, Pei Chen, Xuanhui Liu, Changyuan Yang, Lingyun Sun |
| 2022 | HCI | SAFA: A System for Assisting Fair Assessments in Team Collaboration. | Yun Lou, Kewei Guo, Xuanhui Liu, Pei Chen, Changyuan Yang, Lingyun Sun |
| 2022 | ICDM | ZeroKBC: A Comprehensive Benchmark for Zero-Shot Knowledge Base Completion. | Pei Chen, Wenlin Yao, Hongming Zhang, Xiaoman Pan, Dian Yu, Dong Yu, Jianshu Chen |
| 2022 | NAACL | Crossroads, Buildings and Neighborhoods: A Dataset for Fine-grained Location Recognition. | Pei Chen, Haotian Xu, Cheng Zhang, Ruihong Huang |
| 2021 | ACL | Explicitly Capturing Relations between Entity Mentions via Graph Neural Networks for Domain-specific Named Entity Recognition. | Pei Chen, Haibo Ding, Jun Araki, Ruihong Huang |
| 2021 | EACL | Probing into the Root: A Dataset for Reason Extraction of Structural Events from Financial Documents. | Pei Chen, Kang Liu, Yubo Chen, Taifeng Wang, Jun Zhao |
| 2020 | IJCNLP | Reconstructing Event Regions for Event Extraction via Graph Attention Networks. | Pei Chen, Hang Yang, Kang Liu, Ruihong Huang, Yubo Chen, Taifeng Wang, Jun Zhao |
| 2020 | ICPR | Exploiting Knowledge Embedded Soft Labels for Image Recognition. | Lixian Yuan, Riquan Chen, Hefeng Wu, Tianshui Chen, Wentao Wang, Pei Chen |
| 2018 | DASFAA | Attributed Network Embedding with Micro-meso Structure. | Juan-Hui Li, Chang-Dong Wang, Ling Huang, Dong Huang, Jian-Huang Lai, Pei Chen |
| 2018 | ICPR | Unsupervised Video Highlight Extraction via Query-related Deep Transfer. | Han Wang, Huangyue Yu, Pei Chen, Rui Hua, Chuyi Yan, Ling Zou |
| 2017 | SMC | Modeling and analysis of transit signal priority control systems based on colored Petri nets. | Yisheng An, Cong Zhu, Pei Chen, Ying Li |
| 2016 | ICNC | Link from ZD control to pascal's triangle illustrated via multiple-integrator systems. | Yunong Zhang, Huinan Xiao, Dechao Chen, Sitong Ding, Pei Chen |
| 2016 | VTC | Asynchronous Tracking System Based on Multi-Path Profile Fingerprinting and Particle Filter. | Genming Ding, Pei Chen, Jun Tian, Qian Zhao |
| 2016 | TrustCom | Preserving Location and Content Privacy for Secure Ranked Queries in Location Based Services. | Pei Chen, Yaping Lin, Wei Zhang, Xiaoying Li, Shiwen Zhang |
| 2014 | ICNC | Counting people with support vector regression. | Yameng Wang, Huicheng Lian, Pei Chen, Zhenzhen Lu |
| 2013 | HPSR | Summary-aided bloom filter for high-speed named data forwarding. | Dagang Li, Pei Chen |
| 2013 | ICMLC | Superior robustness of using power-sigmoid activation functions in Z-type models for time-varying problems solving. | Yunong Zhang, Zhen Li, Dongsheng Guo, Ke Chen, Pei Chen |
| 2012 | CVPR | MAP-MRF inference based on extended junction tree representation. | Yun Zheng, Pei Chen, Jiang-Zhong Cao |
| 2005 | SIGGRAPH | A spring-net deformable model for surgery simulation with haptic feedback. | Pei Chen, Kenneth E. Barner, Karl V. Steiner |
| 2004 | ICIP | Shift-invariant wavelet denoising using interscale dependency. | Pei Chen, David Suter |
| 2000 | GLOBECOM | Semi-blind block channel estimation and signal detection using hidden Markov models. | Pei Chen, Hisashi Kobayashi |
| 1998 | ISCC | Analysis and simulation of multipath interference of FM subcarrier digital signals. | Linda Zeger, Pei Chen, Hisashi Kobayashi |