Fan Liu

According to our database, Fan Liu authored at least 12 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Foundation Models for Scientific Discovery: From Paradigm Enhancement to Paradigm Transition.

Fan Liu, Jindong Han, Tengfei Lyu, Weijia Zhang, Zhe-Rui Yang, Lu Dai, Cancheng Liu, Hao Liu

CoRR, October, 2025

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications.

Jindong Han, Yansong Ning, Zirui Yuan, Hang Ni, Fan Liu, Tengfei Lyu, Hao Liu

CoRR, July, 2025

Subgraph Federated Unlearning.

Fan Liu, Hao Liu

Proceedings of the ACM on Web Conference 2025, 2025

Bkd-FedGNN: A Benchmark for Classification Backdoor Attacks on Federated Graph Neural Network.

Fan Liu, Siqi Lai, Yansong Ning, Hao Liu

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2025

Bag of Tricks for Inference-time Computation of LLM Reasoning.

Fan Liu, Wen-Shuo Chao, Naiqiang Tan, Hao Liu

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

TP-RAG: Benchmarking Retrieval-Augmented Large Language Model Agents for Spatiotemporal-Aware Travel Planning.

Hang Ni, Fan Liu, Xinyu Ma, Lixin Su, Shuaiqiang Wang, Dawei Yin, Hui Xiong, Hao Liu

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

2024

JAILJUDGE: A Comprehensive Jailbreak Judge Benchmark with Multi-Agent Enhanced Explanation Evaluation Framework.

Fan Liu, Yue Feng, Zhao Xu, Lixin Su, Xinyu Ma, Dawei Yin, Hao Liu

CoRR, 2024

Spatial-Temporal Mixture-of-Graph-Experts for Multi-Type Crime Prediction.

Ziyang Wu, Fan Liu, Jindong Han, Yuxuan Liang, Hao Liu

CoRR, 2024

Bag of Tricks: Benchmarking of Jailbreak Attacks on LLMs.

Zhao Xu, Fan Liu, Hao Liu

CoRR, 2024

Adversarial Tuning: Defending Against Jailbreak Attacks for LLMs.

Fan Liu, Zhao Xu, Hao Liu

CoRR, 2024

2023

Robust Spatiotemporal Traffic Forecasting with Reinforced Dynamic Adversarial Training.

Fan Liu, Weijia Zhang, Hao Liu

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

2022

Practical Adversarial Attacks on Spatiotemporal Traffic Forecasting Models.

Fan Liu, Hao Liu, Wenzhao Jiang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022