2025 Spring Seminar

1. 参会者

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欢迎在校学生前来线下讨论

非本校科研学者如果想参与讨论，请邮件联系张欣爽(zhangxs@smail.nju.edu.cn)，欢迎来访问交流

2. 注意事项

3. 安排

序号 时间 主讲人 论文 展示
1 2025.02.21 张欣爽 Exploring the Applications of LLMs in Fake News Detection (Microsoft Internship Summary) slides
何语丛 Efficient rule induction by ignoring pointless rules (arXiv 2025.02) slides
2 2025.02.28 周桢瑜 Monte Carlo tree search with spectral expansion for planning with dynamical systems (Science Robotics 2024) slides
3 2025.03.07 张欣爽 Root Cause Analysis of Anomalies in Multivariate Time Series through Granger Causal Discovery (ICLR 2025 oral) slides
王子龙 Learning Symbolic Task Decompositions for Multi-Agent Teams (arXiv 2025.02) slides
4 2025.03.14 周昱辙 Learning reward for robot skills using large language models via self-alignment (ICML 2024) slides
宋奥齐 Temporal Abstraction in Reinforcement Learning with the Successor Representation (JMLR 2023) slides
5 2025.03.28 苏浩 Deep RDNs: A Neurosybolic Framework for Reasoning about Structured and Unstructured Data (Manuscript) slides
何语丛 InceptionSR: Recursive Symbolic Regression for Equation Synthesis (AAAI 2025) slides
6 2025.04.11 周桢瑜 Form-Filler: A Hybrid Approach to Managing Business Forms (Manuscript) slides
7 2025.04.18 桑世杰 Deciphering Raw Data in Neuro-Symbolic Learning with Provable Guarantees (AAAI 2024) slides
李墨晗 Using Reward Machines for High-Level Task Specification and Decomposition in Reinforcement Learning (ICML 2018) slides
8 2025.05.09 王子龙 毕业答辩预演
黎运泽 毕业答辩预演
9 2025.05.16 周昱辙 Planning with Goal-Conditioned Policies (NeurIPS 2019) slides
苏浩 A Brief Introduction to Computibility slides
10 2025.05.30 张欣爽 GCAD: Anomaly Detection in Multivariate Time Series from the Perspective of Granger Causality (AAAI 2025) slides
宋奥齐 First return, then explore (nature 2021) slides
11 2025.06.06 何语丛
周桢瑜
12 2025.06.13 苏浩
周昱辙
13 宋奥齐
张欣爽

4. 以往研讨会资料

2024 Seminar