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 (IGARSS, 2022)

An Attribute-Driven Mirror Graph Network for Session-based Recommendation. - Siqi Lai; Erli Meng; Fan Zhang 053; Chenliang Li; Bin Wang 004; Aixin Sun (SIGIR, 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 007 (IEEE Trans. Geosci. Remote. Sens., 2022)

A Preference-aware Meta-optimization Framework for Personalized Vehicle Energy Consumption Estimation. - Siqi Lai; Weijia Zhang 003; Hao Liu 026 (KDD, 2023)

Bkd-FedGNN: A Benchmark for Classification Backdoor Attacks on Federated Graph Neural Network. - Fan Liu; Siqi Lai; Yansong Ning; Hao Liu 026 (CoRR, 2023)

Large Language Models as Traffic Signal Control Agents: Capacity and Opportunity. - Siqi Lai; Zhao Xu 006; Weijia Zhang 003; Hao Liu 026; Hui Xiong 001 (CoRR, 2023)

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 (ICIT, 2024)

LLMLight: Large Language Models as Traffic Signal Control Agents. - Siqi Lai; Zhao Xu 006; Weijia Zhang 003; Hao Liu 026; Hui Xiong 001 (KDD (1), 2025)

CoLLMLight: Cooperative Large Language Model Agents for Network-Wide Traffic Signal Control. - Zirui Yuan; Siqi Lai; Hao Liu (CoRR, 2025)

USTBench: Benchmarking and Dissecting Spatiotemporal Reasoning of LLMs as Urban Agents. - Siqi Lai; Yansong Ning; Zirui Yuan; Zhixi Chen; Hao Liu (CoRR, 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; et al. (CoRR, 2025)