| 2026 | ACL | Reward Alignment Optimization: A Direct Point-wise Alignment Approach. | Zelin Li, Jia Leng, Dawei Song, Yangen Hu |
| 2026 | ACL | Mnemis: Dual-Route Retrieval on Hierarchical Graphs for Long-Term LLM Memory. | Zihao Tang, Xin Yu, Ziyu Xiao, Zengxuan Wen, Zelin Li, Jiaxi Zhou, Hualei Wang, Haohua Wang, Haizhen Huang, Weiwei Deng, Feng Sun, Qi Zhang |
| 2026 | COCOON | Sublinear-Time Algorithms for Diagonally Dominant Systems and Applications to the Friedkin-Johnsen Model. | Weiming Feng, Zelin Li, Pan Peng |
| 2026 | WWW | Red-Teaming Privacy-Protective Perturbations: Blind Face Restoration as an Attack Strategy. | Zelin Li, Yifan Liu, Huimin Zeng, Yaokun Liu, Ruichen Yao, Yang Zhang, Dong Wang |
| 2026 | WWW | Mind the Ambiguity: Aleatoric Uncertainty Quantification in LLMs for Safe Medical Question Answering. | Yaokun Liu, Yifan Liu, Phoebe Mbuvi, Zelin Li, Ruichen Yao, Gawon Lim, Dong Wang |
| 2026 | SIGIR | Learning Decomposed Contextual Token Representations from Pretrained and Collaborative Signals for Generative Recommendation. | Yifan Liu, Yaokun Liu, Zelin Li, Zhenrui Yue, Ruichen Yao, Yang Zhang, Dong Wang |
| 2025 | AAAI | Representing Sounds as Neural Amplitude Fields: A Benchmark of Coordinate-MLPs and a Fourier Kolmogorov-Arnold Framework. | Linfei Li, Lin Zhang, Zhong Wang, Fengyi Zhang, Zelin Li, Ying Shen |
| 2025 | COLING | An LLM-based Framework for Biomedical Terminology Normalization in Social Media via Multi-Agent Collaboration. | Yongqi Fan, Kui Xue, Zelin Li, Xiaofan Zhang, Tong Ruan |
| 2025 | CVPR | Volume Tells: Dual Cycle-Consistent Diffusion for 3D Fluorescence Microscopy De-noising and Super-Resolution. | Zelin Li, Chenwei Wang, Zhaoke Huang, Yiming Ma, Cunming Zhao, Zhongying Zhao, Hong Yan |
| 2025 | EMNLP | Expectation Preference Optimization: Reliable Preference Estimation for Improving the Reasoning Capability of Large Language Models. | Zelin Li, Dawei Song |
| 2025 | EMNLP | LLMEval-Med: A Real-world Clinical Benchmark for Medical LLMs with Physician Validation. | Ming Zhang, Yujiong Shen, Zelin Li, Huayu Sha, Binze Hu, Yuhui Wang, Chenhao Huang, Shichun Liu, Jingqi Tong, Changhao Jiang, Mingxu Chai, Zhiheng Xi, Shihan Dou, Tao Gui, Qi Zhang, Xuanjing Huang |
| 2025 | ICCV | Anti-Tamper Protection for Unauthorized Individual Image Generation. | Zelin Li, Ruohan Zong, Yifan Liu, Ruichen Yao, Yaokun Liu, Yang Zhang, Dong Wang |
| 2025 | IJCAI | Enhancing the Performance of Global Model by Improving the Adaptability of Local Models in Federated Learning. | Wujun Zhou, Shu Ding, Zelin Li, Wei Wang |
| 2025 | WWW | Modality Interactive Mixture-of-Experts for Fake News Detection. | Yifan Liu, Yaokun Liu, Zelin Li, Ruichen Yao, Yang Zhang, Dong Wang |
| 2025 | WSDM | Dynamic Interaction-Driven Intent Evolver with Semantic Probability Distributions. | Zelin Li, Cheng Zhang, Dawei Song |
| 2024 | AAAI | EAN: An Efficient Attention Module Guided by Normalization for Deep Neural Networks. | Jiafeng Li, Zelin Li, Ying Wen |
| 2024 | ICIP | Directional And Topological Transformer With Topology Priors For 4D Cellular Image Segmentation. | Zelin Li, Zhaoke Huang, Zhen Zhu, Sicheng You, Zhongying Zhao, Hong Yan |
| 2024 | SMC | 3D Cellular Segmentation of Live Embryos via Topologically and Biologically Boundary-aware Semi-supervised Learning. | Zelin Li, Zhaoke Huang, Hong Yan |
| 2024 | WSDM | Source Free Graph Unsupervised Domain Adaptation. | Haitao Mao, Lun Du, Yujia Zheng, Qiang Fu, Zelin Li, Xu Chen, Shi Han, Dongmei Zhang |
| 2023 | ESA | Massively Parallel Algorithms for the Stochastic Block Model. | Zelin Li, Pan Peng, Xianbin Zhu |
| 2023 | ICLR | Out-of-Distribution Detection based on In-Distribution Data Patterns Memorization with Modern Hopfield Energy. | Jinsong Zhang, Qiang Fu, Xu Chen, Lun Du, Zelin Li, Gang Wang, Xiaoguang Liu, Shi Han, Dongmei Zhang |
| 2023 | IJCAI | Analyzing and Combating Attribute Bias for Face Restoration. | Zelin Li, Dan Zeng, Xiao Yan, Qiaomu Shen, Bo Tang |
| 2022 | DEXA | Self-supervised Learning for Building Damage Assessment from Large-Scale xBD Satellite Imagery Benchmark Datasets. | Zaishuo Xia, Zelin Li, Yanbing Bai, Jinze Yu, Bruno Adriano |
| 2019 | CHI | Effects of Influence on User Trust in Predictive Decision Making. | Jianlong Zhou, Zhidong Li, Huaiwen Hu, Kun Yu, Fang Chen, Zelin Li, Yang Wang |
| 2018 | FUSION | Sound Source Localization Based on Robust Least Squares in Reverberant Environments. | Hongyan Zhu, Xudong Dang, Zelin Li, Quanbo Ge |
| 2017 | DICTA | Using Convolutional Neural Networks and Transfer Learning for Bone Age Classification. | Jianlong Zhou, Zelin Li, Weiming Zhi, Bin Liang, Daniel Aaron Moses, Laughlin Dawes |
| 2017 | FUSION | Sound source localization through optimal peak association in reverberant environments. | Hongyan Zhu, Zelin Li, Qi Cheng |
| 2014 | IJCNN | A new transfer learning Boosting approach based on distribution measure with an application on facial expression recognition. | Shihai Wang, Zelin Li |
| 2011 | MMSP | SKRWM based descriptor for pedestrian detection in thermal images. | Zelin Li, Qiang Wu, Jian Zhang, Glenn Geers |
| 2010 | DICTA | Feature Enhancement Using Gradient Salience on Thermal Image. | Zelin Li, Jian Zhang, Qiang Wu, Glenn Geers |