| 2026 | AAAI | From Diagnosis to Generalization: A Cognitive Approach to Data Selection for Educational LLMs. | Yuxiang Guo, Yan Zhuang, Qi Liu, Zhenya Huang, Xianquan Wang, Liyang He, Jiatong Li, Rui Li, Shijin Wang |
| 2026 | ACL | FFN Lens: How Transformers Divide Labor for Multilingual Tasks. | Jiatong Li, Hailong Cao, Yang Liu |
| 2026 | ACL | Uncertainty Quantification in LLM Agents: Foundations, Emerging Challenges, and Opportunities. | Changdae Oh, Seongheon Park, To Eun Kim, Jiatong Li, Wendi Li, Samuel Yeh, Sean Du, Hamed Hassani, Paul Bogdan, Dawn Song, Sharon Li |
| 2026 | ACL | Logic Jailbreak: Efficiently Unlocking LLM Safety Restrictions Through Formal Logical Expression. | Jingyu Peng, Maolin Wang, Nan Wang, Jiatong Li, Yuchen Li, Yuyang Ye, Wanyu Wang, Pengyue Jia, Kai Zhang, Xiangyu Zhao |
| 2026 | WWW | Are LLMs Stable Formal Logic Translators in Logical Reasoning Across Linguistically Diversified Texts? | Qingchuan Li, Jiatong Li, Zirui Liu, Mingyue Cheng, Yitong Zhou, Yuting Zeng, Qi Liu, Tongxuan Liu |
| 2025 | APWEB | RCGRL: Reinforcement-Optimized Contrastive Graph Representation Learning for Social Recommendation. | Jinqian Zhang, Xing Xing, Zhichun Jia, Mindong Xin, Mingze Li, Jiatong Li |
| 2025 | CVPR | Critic-V: VLM Critics Help Catch VLM Errors in Multimodal Reasoning. | Di Zhang, Jingdi Lei, Junxian Li, Xunzhi Wang, Yujie Liu, Zonglin Yang, Jiatong Li, Weida Wang, Suorong Yang, Jianbo Wu, Peng Ye, Wanli Ouyang, Dongzhan Zhou |
| 2025 | EMNLP | ReAL: How Can LLMs Simulate the Real Teacher? Retrieval-enhanced Agent for Adaptive Learning. | Rui Lv, Qi Liu, Weibo Gao, Jiatong Li, Kai Zhang, Shiwei Tong |
| 2025 | EMNLP | Summarize-Exemplify-Reflect: Data-driven Insight Distillation Empowers LLMs for Few-shot Tabular Classification. | Yifei Yuan, Jiatong Li, Weijia Zhang, Mohammad Aliannejadi, Evangelos Kanoulas, Renjun Hu |
| 2025 | ICML | am-ELO: A Stable Framework for Arena-based LLM Evaluation. | Zirui Liu, Jiatong Li, Yan Zhuang, Qi Liu, Shuanghong Shen, Jie Ouyang, Mingyue Cheng, Shijin Wang |
| 2025 | IECON | Design of Magnetic Coupling Mechanism for WPT System Based on Fractal Geometry. | Zhiying Zheng, Zhihao Ye, Cheng Chen, Jiatong Li, Xiyu Gao, Changcheng Zhao |
| 2025 | MICCAI | CAUDA-MI: Cross Attention-Guided Unsupervised Domain Adaptation with Mutual Information for Cardiac MRI Segmentation. | Dianrong Du, Hengfei Cui, Jiatong Li, Fan Zheng, Yong Xia |
| 2025 | NAACL | LLaMA-Berry: Pairwise Optimization for Olympiad-level Mathematical Reasoning via O1-like Monte Carlo Tree Search. | Di Zhang, Jianbo Wu, Jingdi Lei, Tong Che, Jiatong Li, Tong Xie, Xiaoshui Huang, Shufei Zhang, Marco Pavone, Yuqiang Li, Wanli Ouyang, Dongzhan Zhou |
| 2024 | DASFAA | Reformulating Sequential Recommendation: Learning Dynamic User Interest with Content-enriched Language Modeling. | Junzhe Jiang, Shang Qu, Mingyue Cheng, Qi Liu, Zhiding Liu, Hao Zhang, Rujiao Zhang, Kai Zhang, Rui Li, Jiatong Li, Min Gao |
| 2024 | ICARCV | Enhancing Simultaneous Arrival at a Dynamic Target: A Hybrid Approach with Proximal Policy Optimization and Expert Rules. | Yifei Lei, Jinwen Hu, Zhao Xu, Chenqi Gao, Jiatong Li |
| 2024 | ICPR | Box2Flow: Instance-Based Action Flow Graphs from Videos. | Jiatong Li, Kalliopi Basioti, Vladimir Pavlovic |
| 2024 | KDD | AdaRD: An Adaptive Response Denoising Framework for Robust Learner Modeling. | Fangzhou Yao, Qi Liu, Linan Yue, Weibo Gao, Jiatong Li, Xin Li, Yuanjing He |
| 2024 | WWW | Towards the Identifiability and Explainability for Personalized Learner Modeling: An Inductive Paradigm. | Jiatong Li, Qi Liu, Fei Wang, Jiayu Liu, Zhenya Huang, Fangzhou Yao, Linbo Zhu, Yu Su |
| 2024 | WWW | Fast Graph Condensation with Structure-based Neural Tangent Kernel. | Lin Wang, Wenqi Fan, Jiatong Li, Yao Ma, Qing Li |
| 2023 | ACL | Conflicts, Villains, Resolutions: Towards models of Narrative Media Framing. | Lea Frermann, Jiatong Li, Shima Khanehzar, Gosia Mikolajczak |
| 2023 | CSCW | SleepyFlora: Supporting Sleep Sharing and Augmentation over a Distance for Social Bonding across Time Zones. | Zhuying Li, Si Cheng, Zhenhuan Chen, Xin Sun, Jiatong Li, Ding Ding |
| 2023 | ICCV | ALWOD: Active Learning for Weakly-Supervised Object Detection. | Yuting Wang, Velibor Ilic, Jiatong Li, Branislav Kisacanin, Vladimir Pavlovic |
| 2023 | IJCAI | Generative Diffusion Models on Graphs: Methods and Applications. | Chengyi Liu, Wenqi Fan, Yunqing Liu, Jiatong Li, Hang Li, Hui Liu, Jiliang Tang, Qing Li |
| 2023 | SIGMOD | DataChat: An Intuitive and Collaborative Data Analytics Platform. | Rogers Jeffrey Leo John, Dylan Bacon, Junda Chen, Ushmal Ramesh, Jiatong Li, Deepan Das, Robert V. Claus, Amos Kendall, Jignesh M. Patel |
| 2022 | ECCV | ExtrudeNet: Unsupervised Inverse Sketch-and-Extrude for Shape Parsing. | Daxuan Ren, Jianmin Zheng, Jianfei Cai, Jiatong Li, Junzhe Zhang |
| 2022 | KDD | HierCDF: A Bayesian Network-based Hierarchical Cognitive Diagnosis Framework. | Jiatong Li, Fei Wang, Qi Liu, Mengxiao Zhu, Wei Huang, Zhenya Huang, Enhong Chen, Yu Su, Shijin Wang |
| 2022 | UIST | Sketched Reality: Sketching Bi-Directional Interactions Between Virtual and Physical Worlds with AR and Actuated Tangible UI. | Hiroki Kaimoto, Kyzyl Monteiro, Mehrad Faridan, Jiatong Li, Samin Farajian, Yasuaki Kakehi, Ken Nakagaki, Ryo Suzuki |
| 2022 | UIST | ShadowAstro: Levitating Constellation Silhouette for Spatial Exploration and Learning. | Jiatong Li, Chenfeng Gao, Ken Nakagaki |
| 2021 | AAAI | CHEF: Cross-modal Hierarchical Embeddings for Food Domain Retrieval. | Hai Xuan Pham, Ricardo Guerrero, Vladimir Pavlovic, Jiatong Li |
| 2021 | ICCV | CSG-Stump: A Learning Friendly CSG-Like Representation for Interpretable Shape Parsing. | Daxuan Ren, Jianmin Zheng, Jianfei Cai, Jiatong Li, Haiyong Jiang, Zhongang Cai, Junzhe Zhang, Liang Pan, Mingyuan Zhang, Haiyu Zhao, Shuai Yi |
| 2020 | ICPR | Picture-to-Amount (PITA): Predicting Relative Ingredient Amounts from Food Images. | Jiatong Li, Fangda Han, Ricardo Guerrero, Vladimir Pavlovic |
| 2019 | NAACL | The Strength of the Weakest Supervision: Topic Classification Using Class Labels. | Jiatong Li, Kai Zheng, Hua Xu, Qiaozhu Mei, Yue Wang |
| 2017 | ICIP | Adaptive feature representation for visual tracking. | Yuqi Han, Chenwei Deng, Zengshuo Zhang, Jiatong Li, Baojun Zhao |