Siqi Lai

According to our database, Siqi Lai authored at least 13 papers between 2022 and 2026.

Collaborative distances:

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

2026

TrafficClaw: Generalizable Urban Traffic Control via Unified Physical Environment Modeling.

Siqi Lai, Pan Zhang, Yuping Zhou, Jindong Han, Yansong Ning, Hao Liu

CoRR, April, 2026

An LLM-Powered Cooperative Framework for Large-Scale Multi-Vehicle Navigation.

Yuping Zhou, Siqi Lai, Jindong Han, Hao Liu

Proceedings of the ACM Web Conference 2026, 2026

2025

Pushing the Limits of Safety: A Technical Report on the ATLAS Challenge 2025.

Zonghao Ying, Siyang Wu, Run Hao, Peng Ying, Shixuan Sun, Pengyu Chen, Junze Chen, Hao Du, Kaiwen Shen, Shangkun Wu, Jiwei Wei, Shiyuan He, Yang Yang, Xiaohai Xu, Ke Ma, Qianqian Xu, Qingming Huang, Shi Lin, Xun Wang, Changting Lin, Meng Han, Yilei Jiang, Siqi Lai, Yaozhi Zheng, Yifei Song, Xiangyu Yue, Zonglei Jing, Tianyuan Zhang, Zhilei Zhu, Aishan Liu, Jiakai Wang, Siyuan Liang, Xianglong Kong, Hainan Li, Junjie Mu, Haotong Qin, Yue Yu, Lei Chen, Felix Juefei-Xu, Qing Guo, Xinyun Chen, Yew Soon Ong, Xianglong Liu, Dawn Song, Alan L. Yuille, Philip Torr, Dacheng Tao

CoRR, June, 2025

USTBench: Benchmarking and Dissecting Spatiotemporal Reasoning of LLMs as Urban Agents.

Siqi Lai, Yansong Ning, Zirui Yuan, Zhixi Chen, Hao Liu

CoRR, May, 2025

CoLLMLight: Cooperative Large Language Model Agents for Network-Wide Traffic Signal Control.

Zirui Yuan, Siqi Lai, Hao Liu

CoRR, March, 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

LLMLight: Large Language Models as Traffic Signal Control Agents.

Siqi Lai, Zhao Xu, Weijia Zhang, Hao Liu, Hui Xiong

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.1, 2025

2024

A Hybrid Model and Data-Driven Approach for Online Diagnosis of Open-Circuit Faults in Grid-Tied Three-Phase VSIs.

Siqi Lai, Guipeng Chen, Zhennan She, Liping Mo, Xinlin Qing

Proceedings of the IEEE International Conference on Industrial Technology, 2024

2023

Large Language Models as Traffic Signal Control Agents: Capacity and Opportunity.

Siqi Lai, Zhao Xu, Weijia Zhang, Hao Liu, Hui Xiong

CoRR, 2023

A Preference-aware Meta-optimization Framework for Personalized Vehicle Energy Consumption Estimation.

Siqi Lai, Weijia Zhang, Hao Liu

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

2022

Extraction and Mitigation of Radio Frequency Interference Artifacts Based on Time-Series Sentinel-1 SAR Data.

Mingliang Tao, Siqi Lai, Jieshuang Li, Jia Su, Yifei Fan, Ling Wang

IEEE Trans. Geosci. Remote. Sens., 2022

An Attribute-Driven Mirror Graph Network for Session-based Recommendation.

Siqi Lai, Erli Meng, Fan Zhang, Chenliang Li, Bin Wang, Aixin Sun

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Multi-Temporal Image Analysis for Detection And Mitigation of Radio Frequency Interference Artifacts.

Siqi Lai, Mingliang Tao, Shichao Chen, Zhengguang Li, Jia Su, Jiao Shi

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022