| 2026 | AAAI | Thinker: Training LLMs in Hierarchical Thinking for Deep Search via Multi-Turn Interaction. | Jun Xu, Xinkai Du, Yu Ao, Peilong Zhao, Yang Li, Ling Zhong, Lin Yuan, Zhongpu Bo, Xiaorui Wang, Mengshu Sun, Zhengke Gui, Dalong Zhang, ZhaoYang Wang, Qiwei Wang, Yangyang Hou, ZhiYing Yi, Haofen Wang, Huajun Chen, Lei Liang, Jun Zhou |
| 2026 | ACL | Breaking the Generator Barrier: Disentangled Representation for Generalizable AI-Text Detection. | Xiao Pu, Zepeng Cheng, Lin Yuan, Yu Wu, Xiuli Bi |
| 2026 | KSEM | Digital-Twin-Driven Anomaly Detection Using DQN in Industrial Control Systems. | Kunkun Wang, Chunjie Zhou, Yahui Li, Muzhi Yang, Lin Yuan |
| 2026 | WSDM | LookAhead Tuning: Safer Language Models via Partial Answer Previews. | Kangwei Liu, Mengru Wang, Yujie Luo, Lin Yuan, Mengshu Sun, Lei Liang, Zhiqiang Zhang, Jun Zhou, Bryan Hooi, Shumin Deng |
| 2025 | AAAI | Improving Natural Language Understanding for LLMs via Large-Scale Instruction Synthesis. | Lin Yuan, Jun Xu, Honghao Gui, Mengshu Sun, Zhiqiang Zhang, Lei Liang, Jun Zhou |
| 2025 | CSCWD | A Data Contribution-Based Adaptive Federated Learning Approach for Wearable Activity Recognition. | Yi Zhao, Chunyu Hu, Xiaodong Yang, Lin Yuan, Xiang Tian, Tianlei Gao, Yiqiang Chen |
| 2025 | EMNLP | Crafting Customisable Characters with LLMs: A Persona-Driven Role-Playing Agent Framework. | Bohao Yang, Dong Liu, Chenghao Xiao, Kun Zhao, Chen Tang, Chao Li, Lin Yuan, Yang Guang, Chenghua Lin |
| 2025 | WWW | OneKE: A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction System. | Yujie Luo, Xiangyuan Ru, Kangwei Liu, Lin Yuan, Mengshu Sun, Ningyu Zhang, Lei Liang, Zhiqiang Zhang, Jun Zhou, Lanning Wei, Da Zheng, Haofen Wang, Huajun Chen |
| 2024 | ACL | IEPile: Unearthing Large Scale Schema-Conditioned Information Extraction Corpus. | Honghao Gui, Lin Yuan, Hongbin Ye, Ningyu Zhang, Mengshu Sun, Lei Liang, Huajun Chen |
| 2024 | CSCWD | Hybrid Deep Relation Matrix Bidirectional Approach for Relational Triple Extraction. | Yushuai Hu, Jing Zhao, Ming Li, Lin Yuan, Qingzhi Zou, Ronghuan Zhang |
| 2024 | CSCWD | Medical Image Segmentation Use Convolutional Attention Augmentation TransUNet with Skip Connection Enhancement. | Qingzhi Zou, Jing Zhao, Ming Li, Ling Chen, Lin Yuan, Ronghuan Zhang, Yushuai Hu |
| 2024 | SMC | A Cross-Modal Interactive Memory Network Based on Fine-Grained Medical Feature Extraction for Radiology Report Generation. | Xitong Ma, Yuansen Kuang, Lin Yuan, Cheng Tian, Yijie Zeng, Song Liu |
| 2023 | Mobiquitous | A Novel Method for Wearable Activity Recognition with Feature Evolvable Streams. | Yixiao Wang, Chunyu Hu, Hong Liu, Lei Lyu, Lin Yuan |
| 2023 | WWW | A Concept Knowledge Graph for User Next Intent Prediction at Alipay. | Yacheng He, Qianghuai Jia, Lin Yuan, Ruopeng Li, Yixin Ou, Ningyu Zhang |
| 2022 | COLING | MCS: An In-battle Commentary System for MOBA Games. | Xiaofeng Qi, Chao Li, Zhongping Liang, Jigang Liu, Cheng Zhang, Yuanxin Wei, Lin Yuan, Guang Yang, Lanxiao Huang, Min Li |
| 2022 | DASFAA | TRHyTE: Temporal Knowledge Graph Embedding Based on Temporal-Relational Hyperplanes. | Lin Yuan, Zhixu Li, Jianfeng Qu, Tingyi Zhang, An Liu, Lei Zhao, Zhigang Chen |
| 2022 | DASFAA | Aligning Internal Regularity and External Influence of Multi-granularity for Temporal Knowledge Graph Embedding. | Tingyi Zhang, Zhixu Li, Jiaan Wang, Jianfeng Qu, Lin Yuan, An Liu, Lei Zhao, Zhigang Chen |
| 2022 | IECON | Temporal-spatial Feature Fusion for Few-shot Skeleton-based Action Recognition. | Leiyang Xu, Qiang Wang, Xiaotian Lin, Lin Yuan, Xiang Ma |
| 2022 | IECON | Spatial Transformer Network with Transfer Learning for Small-scale Fine-grained Skeleton-based Tai Chi Action Recognition. | Lin Yuan, Zhen He, Qiang Wang, Leiyang Xu, Xiang Ma |
| 2021 | WACV | TracKlinic: Diagnosis of Challenge Factors in Visual Tracking. | Heng Fan, Fan Yang, Peng Chu, Yuewei Lin, Lin Yuan, Haibin Ling |
| 2019 | CIKM | Legal Summarization for Multi-role Debate Dialogue via Controversy Focus Mining and Multi-task Learning. | Xinyu Duan, Yating Zhang, Lin Yuan, Xin Zhou, Xiaozhong Liu, Tianyi Wang, Ruocheng Wang, Qiong Zhang, Changlong Sun, Fei Wu |
| 2017 | SEC | Context-Dependent Privacy-Aware Photo Sharing Based on Machine Learning. | Lin Yuan, Jol Theytaz, Touradj Ebrahimi |
| 2015 | FG | Secure JPEG scrambling enabling privacy in photo sharing. | Lin Yuan, Pavel Korshunov, Touradj Ebrahimi |
| 2015 | ICIP | Image transmorphing with JPEG. | Lin Yuan, Touradj Ebrahimi |
| 2015 | INFOCOM | Privacy-preserving photo sharing based on a secure JPEG. | Lin Yuan, Pavel Korshunov, Touradj Ebrahimi |
| 2014 | CEC | A compression optimization algorithm for community detection. | Jianshe Wu, Lin Yuan, Qingliang Gong, Wenping Ma, Jingjing Ma, Yangyang Li |
| 2014 | ICCAD | Design things for the internet of things: an EDA perspective. | Gang Qu, Lin Yuan |
| 2013 | IGARSS | Characterization of powdery mildew in winter wheat using multi-angular hyperspectral measurements. | Jinling Zhao, Lin Yuan, Linsheng Huang, Dongyan Zhang, Jingcheng Zhang, Xiaohe Gu |
| 2013 | ISNN | Emotion Cognitive Reappraisal Research Based on Simultaneous Recording of EEG and BOLD Responses. | Ling Zou, Yi Zhang, Lin Yuan, Nong Qian, Renlai Zhou |
| 2012 | IGARSS | Spectral differences of opposite sides of stripe rust infested winter wheat leaves using ASD's Leaf Clip. | Jinling Zhao, Lin Yuan, Juhua Luo, Shizhou Du, Linsheng Huang, Wenjiang Huang |
| 2011 | ICCAD | Improving dual Vt technology by simultaneous gate sizing and mechanical stress optimization. | Junjun Gu, Gang Qu, Lin Yuan, Cheng Zhuo |
| 2010 | ICCAD | Peak current reduction by simultaneous state replication and re-encoding. | Junjun Gu, Gang Qu, Lin Yuan, Qiang Zhou |
| 2010 | ICCD | Enhancing dual-Vt design with consideration of on-chip temperature variation. | Junjun Gu, Gang Qu, Lin Yuan |
| 2010 | UIC | Mining Frequent Development Patterns of roles in Open Source Software. | Lin Yuan, Huaimin Wang, Gang Yin, Dianxi Shi, Xiang Li, Bixin Liu |
| 2009 | SC | In cloud, do MTC or HTC service providers benefit from the economies of scale? | Lei Wang, Jianfeng Zhan, Weisong Shi, Yi Liang, Lin Yuan |
| 2007 | ICCAD | Simultaneous input vector selection and dual threshold voltage assignment for static leakage minimization. | Lin Yuan, Gang Qu |
| 2006 | ICCAD | Temperature-aware leakage minimization technique for real-time systems. | Lin Yuan, Sean Leventhal, Gang Qu |
| 2005 | ASPDAC | FSM re-engineering and its application in low power state encoding. | Lin Yuan, Gang Qu, Tiziano Villa, Alberto L. Sangiovanni-Vincentelli |
| 2005 | DAC | Enhanced leakage reduction Technique by gate replacement. | Lin Yuan, Gang Qu |
| 2005 | ICNC | A Solution to Ragged Dimension Problem in OLAP. | Lin Yuan, Hengming Zou, Zhanhuai Li |
| 2005 | SCOPES | DSP Address Optimization Using Evolutionary Algorithms. | Sean Leventhal, Lin Yuan, Neal K. Bambha, Shuvra S. Bhattacharyya, Gang Qu |
| 2004 | AAAI | Generating 'Random' 3-SAT Instances with Specific Solution Space Structure. | Pushkin R. Pari, Jane Lin, Lin Yuan, Gang Qu |
| 2004 | AAAI | Finding Redundant Constraints for FSM Minimization. | Lin Yuan, Pushkin R. Pari, Gang Qu |
| 2004 | ISCAS | How many solutions does a SAT instance have? | Pushkin R. Pari, Lin Yuan, Gang Qu |
| 2001 | CSCWD | New Multimedia Telecommunication Technologies and CSCW for Telemedicine. | Wenhua Huang, Yuhua Ai, Shizhen Zhong, Qingan Zhu, Weidong Zhao, Lin Yuan, Zhenyu Chen, Jingdong Yan, Zhexing Liu |