| 2026 | AAAI | One-Step Generative Policies with Q-Learning: A Reformulation of MeanFlow. | Zeyuan Wang, Da Li, Yulin Chen, Ye Shi, Liang Bai, Tianyuan Yu, Yanwei Fu |
| 2026 | ACL | Robustness via Referencing: Defending against Prompt Injection Attacks by Referencing the Executed Instruction. | Yulin Chen, Haoran Li, Yuan Sui, Yue Liu, Yufei He, Xiaoling Bai, Chi Fei, Li Yabo, Haozhe Ma, Yangqiu Song, Bryan Hooi |
| 2026 | ACL | ContextLens: Modeling Imperfect Privacy and Safety Context for Legal Compliance. | Haoran Li, Yulin Chen, Huihao Jing, Wenbin Hu, Tsz Ho Li, Chanhou Lou, Hong Ting Tsang, Sirui Han, Yangqiu Song |
| 2026 | ACL | Meta-Reasoner: Dynamic Guidance for Optimized Inference-time Reasoning in Large Language Models. | Yuan Sui, Yufei He, Tri Cao, Sophia Simeng Han, Yulin Chen, Bryan Hooi |
| 2026 | ACL | EvoMD-LLM: Learning the Language of Species Evolution in Reactive Molecular Dynamics. | Zhichen Tang, Zhengzheng Dang, Yulin Chen, Jixin Wu, Haiwen Li, Yanming Wang |
| 2026 | ACL | Learning on Imbalanced Noisy Data via Debiased Sample Selection and LLM-Driven Annotation. | Bo Yuan, Yulin Chen, Yin Zhang |
| 2026 | CHI | Understanding Parents' Desires in Moderating Children's Interactions with GenAI Chatbots through LLM-Generated Probes. | John Driscoll, Yulin Chen, Viki Shi, Izak Vucharatavintara, Yaxing Yao, Haojian Jin |
| 2026 | INFOCOM | EdgeSpec: Distributed Speculative Decoding for Large Language Models at Edge. | Yulin Chen, Meng Tian, Chao Qiu, Xiaofei Wang, Haipeng Yao, Yuan He, Yunhao Liu |
| 2026 | KR | Causal Discovery as Dialectical Aggregation: A Quantitative Argumentation Framework. | Sheng Wei, Yulin Chen, Beishui Liao |
| 2026 | NSDI | BURST: Seeking High-performance, Interoperability and Scalability in Soft-RDMA. | Huijun Shen, Zelong Yue, Jian Yang, Zhuo Jiang, Lang An, Yulin Chen, Yong Zhang, Luochangqi Ding, Xiaolong Zhong, Zhihong Wang, Jie Ding, Hongyu Wu, Jianxi Ye, Xijin Yin, Xingyu Zhang, Xingyu Guo, Guo Chen |
| 2025 | AAAI | Simulate and Eliminate: Revoke Backdoors for Generative Large Language Models. | Haoran Li, Yulin Chen, Zihao Zheng, Qi Hu, Chunkit Chan, Heshan Liu, Yangqiu Song |
| 2025 | ACL | Fusing Highly Specialized Language Models for Comprehensive Expertise. | Ning Ding, Yulin Chen, Ganqu Cui, Xingtai Lv, Weilin Zhao, Kaiyan Zhang, Ruobing Xie, Bowen Zhou, Zhiyuan Liu, Maosong Sun |
| 2025 | ACL | PrivaCI-Bench: Evaluating Privacy with Contextual Integrity and Legal Compliance. | Haoran Li, Wenbin Hu, Huihao Jing, Yulin Chen, Qi Hu, Sirui Han, Tianshu Chu, Peizhao Hu, Yangqiu Song |
| 2025 | ACL | Defense Against Prompt Injection Attack by Leveraging Attack Techniques. | Yulin Chen, Haoran Li, Zihao Zheng, Dekai Wu, Yangqiu Song, Bryan Hooi |
| 2025 | ACL | Can Indirect Prompt Injection Attacks Be Detected and Removed? | Yulin Chen, Haoran Li, Yuan Sui, Yufei He, Yue Liu, Yangqiu Song, Bryan Hooi |
| 2025 | ACL | Weed Out, Then Harvest: Dual Low-Rank Adaptation is an Effective Noisy Label Detector for Noise-Robust Learning. | Bo Yuan, Yulin Chen, Yin Zhang |
| 2025 | EMNLP | TopicAttack: An Indirect Prompt Injection Attack via Topic Transition. | Yulin Chen, Haoran Li, Yuexin Li, Yue Liu, Yangqiu Song, Bryan Hooi |
| 2025 | EMNLP | Backdoor-Powered Prompt Injection Attacks Nullify Defense Methods. | Yulin Chen, Haoran Li, Yuan Sui, Yangqiu Song, Bryan Hooi |
| 2025 | EMNLP | Enabling Self-Improving Agents to Learn at Test Time With Human-In-The-Loop Guidance. | Yufei He, Ruoyu Li, Alex Chen, Yue Liu, Yulin Chen, Yuan Sui, Cheng Chen, Yi Zhu, Luca Luo, Frank Yang, Bryan Hooi |
| 2025 | GLOBECOM | ChAMP: Optimizing Collaborative Inference with Chunking Adaptive Mixed Parallelism. | Yulin Chen, Chao Qiu, Zhicheng Liu, Yunfeng Zhao, Yan Gao, Xiaofei Wang |
| 2025 | ICASSP | NucleiFormer: A Nuclei Segmentation Model Optimized by Joint Haar Wavelet and Adaptive Feature Calibration. | Yulin Chen, Qian Huang, Zhijian Wang, Ziyang Yin, Meng Geng |
| 2025 | ICASSP | MA-Det: A Discriminative Morphology-Aware Detector for Cervical Lesion Cell Clumps. | Ziyang Yin, Qian Huang, Yulin Chen, Hao Lu |
| 2025 | ICIP | Weakly-Supervised Nuclei Segmentation Integrating Hybrid Decoder and Graph-Based Spatial Modeling. | Qian Huang, Meng Geng, Yulin Chen, Xuejie Zhang, Shaoling Qin |
| 2025 | ICIP | Improved Cervical Cell Detection Model Based on Hybrid-Domain Feature Pyramid Network. | Qian Huang, Ziyang Yin, Yulin Chen, Xuejie Zhang, Hao Lu, Zhaoyu Chen, Shaoling Qin |
| 2025 | ICIP | Cytofusion: A Latent Diffusion-Based Framework for Cytology Classification. | Linyi Qian, Qian Huang, Yulin Chen, Shaoling Qin |
| 2025 | ISIT | On Minimum Distances of Network Error Control Codes. | Yulin Chen, Raymond W. Yeung |
| 2025 | NAACL | Privacy Checklist: Privacy Violation Detection Grounding on Contextual Integrity Theory. | Haoran Li, Wei Fan, Yulin Chen, Cheng Jiayang, Tianshu Chu, Xuebing Zhou, Peizhao Hu, Yangqiu Song |
| 2025 | VINCI | POETIC SYMBIOSIS: A Bio-Algorithmic Audiovisual Installation from Slime Mold Life Cycle. | Jue Wang, Yulin Chen |
| 2024 | ACL | Hide and Seek in Noise Labels: Noise-Robust Collaborative Active Learning with LLMs-Powered Assistance. | Bo Yuan, Yulin Chen, Yin Zhang, Wei Jiang |
| 2024 | CIKM | Empowering Private Tutoring by Chaining Large Language Models. | Yulin Chen, Ning Ding, Hai-Tao Zheng, Zhiyuan Liu, Maosong Sun, Bowen Zhou |
| 2024 | GLOBECOM | Learning-based Big Data Sharing Incentive in Mobile AIGC Networks. | Jinbo Wen, Yang Zhang, Yulin Chen, Weifeng Zhong, Xumin Huang, Lei Liu, Dusit Niyato |
| 2024 | ICANN | Blood Cell Detection and Self-Attention-Based Mixed Attention Mechanism. | Jixuan Wang, Qian Huang, Yulin Chen, Linyi Qian |
| 2024 | MMM | A Purified Stacking Ensemble Framework for Cytology Classification. | Linyi Qian, Qian Huang, Yulin Chen, Junzhou Chen |
| 2024 | SMC | Medical Visual Prompting (MVP): A Unified Framework for Versatile and High-Quality Medical Image Segmentation. | Yulin Chen, Guoheng Huang, Kai Huang, Zijin Lin, Guo Zhong, Shenghong Luo, Jie Deng, Jian Zhou |
| 2024 | SDM | Label Distribution Learning-Enhanced Dual-KNN for Text Classification. | Bo Yuan, Yulin Chen, Zhen Tan, Jinyan Wang, Huan Liu, Yin Zhang |
| 2023 | AAAI | Improving Biomedical Entity Linking with Cross-Entity Interaction. | Zhenran Xu, Yulin Chen, Baotian Hu |
| 2023 | ACL | Exploring Lottery Prompts for Pre-trained Language Models. | Yulin Chen, Ning Ding, Xiaobin Wang, Shengding Hu, Haitao Zheng, Zhiyuan Liu, Pengjun Xie |
| 2023 | ACL | Few-shot Classification with Hypersphere Modeling of Prototypes. | Ning Ding, Yulin Chen, Ganqu Cui, Xiaobin Wang, Haitao Zheng, Zhiyuan Liu, Pengjun Xie |
| 2023 | EMNLP | Revisiting Sparse Retrieval for Few-shot Entity Linking. | Yulin Chen, Zhenran Xu, Baotian Hu, Min Zhang |
| 2023 | EMNLP | Enhancing Chat Language Models by Scaling High-quality Instructional Conversations. | Ning Ding, Yulin Chen, Bokai Xu, Yujia Qin, Shengding Hu, Zhiyuan Liu, Maosong Sun, Bowen Zhou |
| 2023 | EMNLP | Sparse Low-rank Adaptation of Pre-trained Language Models. | Ning Ding, Xingtai Lv, Qiaosen Wang, Yulin Chen, Bowen Zhou, Zhiyuan Liu, Maosong Sun |
| 2023 | EMNLP | A Read-and-Select Framework for Zero-shot Entity Linking. | Zhenran Xu, Yulin Chen, Baotian Hu, Min Zhang |
| 2022 | ACL | OpenPrompt: An Open-source Framework for Prompt-learning. | Ning Ding, Shengding Hu, Weilin Zhao, Yulin Chen, Zhiyuan Liu, Haitao Zheng, Maosong Sun |
| 2022 | EMNLP | Prompt-learning for Fine-grained Entity Typing. | Ning Ding, Yulin Chen, Xu Han, Guangwei Xu, Xiaobin Wang, Pengjun Xie, Haitao Zheng, Zhiyuan Liu, Juanzi Li, Hong-Gee Kim |
| 2022 | EMNLP | MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation Extraction. | Xiaozhi Wang, Yulin Chen, Ning Ding, Hao Peng, Zimu Wang, Yankai Lin, Xu Han, Lei Hou, Juanzi Li, Zhiyuan Liu, Peng Li, Jie Zhou |
| 2021 | ACL | Few-NERD: A Few-shot Named Entity Recognition Dataset. | Ning Ding, Guangwei Xu, Yulin Chen, Xiaobin Wang, Xu Han, Pengjun Xie, Haitao Zheng, Zhiyuan Liu |
| 2020 | SMC | Towards Human Motion Tracking: An Open-source Platform based on Multi-sensory Fusion Methods. | Cheng Xu, Ran Su, Yulin Chen, Shihong Duan |
| 2018 | IECON | Robust Control for a Magnetically Suspended Control Moment Gyro with Strong Gyroscopic Effects. | Bangcheng Han, Yulin Chen, Shiqiang Zheng, Mingxing Li, Yangyang Shi |