Fan Liu

16 papers A* 4Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Bag of Tricks for Inference-time Computation of LLM Reasoning.
CoRR
Fan Liu, Wenshuo Chao, Naiqiang Tan, Hao Liu
2025 — conf
Bkd-FedGNN: A Benchmark for Classification Backdoor Attacks on Federated Graph Neural Network.
ECML/PKDD (2)
Fan Liu, Siqi Lai, Yansong Ning, Hao Liu
2025 J jnl
Foundation Models for Scientific Discovery: From Paradigm Enhancement to Paradigm Transition.
CoRR
Fan Liu, Jindong Han, Tengfei Lyu, Weijia Zhang, Zhe-Rui Yang, Lu Dai, Cancheng Liu, Hao Liu
2025 J jnl
Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications.
CoRR
Jindong Han, Yansong Ning, Zirui Yuan, Hang Ni, Fan Liu, Tengfei Lyu, Hao Liu
2025 A* conf
Subgraph Federated Unlearning.
WWW
Fan Liu, Hao Liu
2025 A* conf
TP-RAG: Benchmarking Retrieval-Augmented Large Language Model Agents for Spatiotemporal-Aware Travel Planning.
EMNLP
Hang Ni, Fan Liu, Xinyu Ma, Lixin Su, Shuaiqiang Wang, Dawei Yin, Hui Xiong, Hao Liu
2025 J jnl
TP-RAG: Benchmarking Retrieval-Augmented Large Language Model Agents for Spatiotemporal-Aware Travel Planning.
CoRR
Hang Ni, Fan Liu, Xinyu Ma, Lixin Su, Shuaiqiang Wang, Dawei Yin, Hui Xiong, Hao Liu
2024 J jnl
Adversarial Tuning: Defending Against Jailbreak Attacks for LLMs.
CoRR
Fan Liu, Zhao Xu, Hao Liu
2024 J jnl
Bag of Tricks: Benchmarking of Jailbreak Attacks on LLMs.
CoRR
Zhao Xu, Fan Liu, Hao Liu
2024 J jnl
JAILJUDGE: A Comprehensive Jailbreak Judge Benchmark with Multi-Agent Enhanced Explanation Evaluation Framework.
CoRR
Fan Liu, Yue Feng, Zhao Xu, Lixin Su, Xinyu Ma, Dawei Yin, Hao Liu
2024 J jnl
Spatial-Temporal Mixture-of-Graph-Experts for Multi-Type Crime Prediction.
CoRR
Ziyang Wu, Fan Liu, Jindong Han, Yuxuan Liang, Hao Liu
2023 J jnl
Bkd-FedGNN: A Benchmark for Classification Backdoor Attacks on Federated Graph Neural Network.
CoRR
Fan Liu, Siqi Lai, Yansong Ning, Hao Liu
2023 A* conf
Robust Spatiotemporal Traffic Forecasting with Reinforced Dynamic Adversarial Training.
KDD
Fan Liu, Weijia Zhang, Hao Liu
2023 J jnl
Robust Spatiotemporal Traffic Forecasting with Reinforced Dynamic Adversarial Training.
CoRR
Fan Liu, Weijia Zhang, Hao Liu
2022 A* conf
Practical Adversarial Attacks on Spatiotemporal Traffic Forecasting Models.
NeurIPS
Fan Liu, Hao Liu, Wenzhao Jiang
2022 J jnl
Practical Adversarial Attacks on Spatiotemporal Traffic Forecasting Models.
CoRR
Fan Liu, Hao Liu, Wenzhao Jiang