| 2026 | AAAI | ICM-Fusion: In-Context Meta-Optimized LoRA Fusion for Multi-Task Adaptation. | Yihua Shao, Xiaofeng Lin, Xinwei Long, Siyu Chen, Minxi Yan, Yang Liu, Ziyang Yan, Ao Ma, Hao Tang, Jingcai Guo |
| 2025 | AAAI | Efficient Reinforcement Learning in Probabilistic Reward Machines. | Xiaofeng Lin, Xuezhou Zhang |
| 2025 | ICLR | CTSyn: A Foundation Model for Cross Tabular Data Generation. | Xiaofeng Lin, Chenheng Xu, Matthew Yang, Guang Cheng |
| 2024 | AISTATS | Better Representations via Adversarial Training in Pre-Training: A Theoretical Perspective. | Yue Xing, Xiaofeng Lin, Qifan Song, Yi Xu, Belinda Zeng, Guang Cheng |
| 2024 | COLING | Evaluating Saliency Explanations in NLP by Crowdsourcing. | Xiaotian Lu, Jiyi Li, Zhen Wan, Xiaofeng Lin, Koh Takeuchi, Hisashi Kashima |
| 2024 | ECCV | Vision-Language Action Knowledge Learning for Semantic-Aware Action Quality Assessment. | Huangbiao Xu, Xiao Ke, Yuezhou Li, Rui Xu, Huanqi Wu, Xiaofeng Lin, Wenzhong Guo |
| 2024 | PAKDD | Treatment Effect Estimation Under Unknown Interference. | Xiaofeng Lin, Guoxi Zhang, Xiaotian Lu, Hisashi Kashima |
| 2022 | ECCV | FairGRAPE: Fairness-Aware GRAdient Pruning mEthod for Face Attribute Classification. | Xiaofeng Lin, Seungbae Kim, Jungseock Joo |
| 2016 | ASPLOS | Scalable Kernel TCP Design and Implementation for Short-Lived Connections. | Xiaofeng Lin, Yu Chen, Xiaodong Li, Junjie Mao, Jiaquan He, Wei Xu, Yuanchun Shi |
| 2014 | IJCNN | Modeling of vertical mill raw meal grinding process and optimal setting of operating parameters based on wavelet neural network. | Xiaofeng Lin, Zhe Qian |
| 2013 | IJCNN | Neural network based finite horizon optimal control for a class of nonlinear systems with state delay and control constraints. | Xiaofeng Lin, Nuyun Cao, Yuzhang Lin |
| 2012 | ISNN | Predictive Model of Production Index for Sugar Clarification Process by GDFNN. | Shaojian Song, Jinchuan Wu, Xiaofeng Lin, Huixia Liu |
| 2011 | ISNN | Research on Water Level Optimal Control of Boiler Drum Based on Dual Heuristic Dynamic Programming. | Qingbao Huang, Shaojian Song, Xiaofeng Lin, Kui Peng |
| 2011 | ISNN | Optimal Control for Boiler Combustion System Based on Iterative Heuristic Dynamic Programming. | Bilian Liao, Kui Peng, Shaojian Song, Xiaofeng Lin |
| 2011 | ISNN | Optimization Control of Rectifier in HVDC System with ADHDP. | Chunning Song, Xiaohua Zhou, Xiaofeng Lin, Shaojian Song |
| 2009 | IJCNN | An improved method of DHP for optimal control in the clarifying process of sugar cane juice. | Xiaofeng Lin, Jiaran Yang, Huixia Liu, Shaojian Song, Chunning Song |
| 2009 | ISNN | Temperature Control in Cement Rotary Kiln with Neural Network-Based Heuristic Dynamic Programming. | Xiaofeng Lin, Tangbo Liu, Deguang Cao, Qingbao Huang |
| 2008 | ISNN | ADHDP for the pH Value Control in the Clarifying Process of Sugar Cane Juice. | Xiaofeng Lin, Shengyong Lei, Chunning Song, Shaojian Song, Derong Liu |
| 2007 | IJCNN | Temperature Control in Precalcinator with Dual Heuristic Dynamic Programming. | Xiaofeng Lin, Zhigang Zhang, Derong Liu |
| 2007 | ISNN | Project-Based Artificial Neural Networks Development Software and Applications. | Xiaofeng Lin, Shaojian Song, Chunning Song, Qingbao Huang, Xiao xiao Song |
| 2003 | ISCAS | A CMOS analog continuous-time FIR filter for 1Gbps cable equalizer. | Xiaofeng Lin, Jin Liu |
| 2003 | ISCAS | Pulse extraction: a digital power spectrum estimation method for adaptation of Gbps equalizers. | Xiaofeng Lin, Guangbin Zhang, Jin Liu |