news
full update archive in reverse chronological order.
| Jun 11, 2026 | Our new preprint From Attacks to Curricula: Learnability-Guided Adversarial Training for Safe Autonomous Driving is available on arXiv. |
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| Jun 01, 2026 | Our preprint EvoDrive: Pareto Evolution for Safety-Critical Autonomous Driving via Self-Improving LLM Agents is available on arXiv. |
| May 31, 2026 | Our preprint MobEvolve: An Agentic Self-Evolving Heuristic System for Interpretable Human Mobility Generation is available on arXiv. |
| May 19, 2026 | Our collaborative work LLMSynthor: Macro-Aligned Micro-Records Synthesis with Large Language Models has been accepted by KDD 2026. |
| Apr 24, 2026 | I attended ICLR 2026 in Rio de Janeiro, met new friends, and learned a lot from the community. |
| Apr 09, 2026 | Our collaborative work Reasoning-preserved Efficient Distillation of Large Language Models via Activation-aware Initialization has been accepted by ICML 2026. |
| Mar 29, 2026 | I was honored to receive the PolyU Best RPG Student of the Year Award 2025. |
| Mar 15, 2026 | Our preprint ADV-0: Closed-Loop Min-Max Adversarial Training for Long-Tail Robustness in Autonomous Driving is available on arXiv. |
| Feb 14, 2026 | Our collaborative work E3AD: An Emotion-Aware Vision-Language-Action Model for Human-Centric End-to-End Autonomous Driving has been accepted by CVPR 2026. |
| Jan 19, 2026 | Our paper Steerable Adversarial Scenario Generation through Test-Time Preference Alignment has been accepted by ICLR 2026. |
| Nov 19, 2025 | I attended IEEE ITSC 2025 at Gold Coast, Australia, and served as a co-chair in an invited session. |
| Oct 14, 2025 | Our work on meta learning-based implicit time series imputation has been accepted by IEEE TKDE. |
| Sep 30, 2025 | I was awarded a national scholarship for Ph.D. students. |
| Sep 19, 2025 | Our work on preference-aligned adversarial scenario generation, SAGE, is available on arXiv. |
| Aug 31, 2025 | I will serve as a Program Committee member for the AAAI 2026 Demonstration Track. |
| Jul 19, 2025 | I will serve as a Program Committee member for the AAAI 2026 Main Track and AI Alignment Track. |
| Jul 14, 2025 | Our work on graph-based large-scale spatiotemporal forecasting has been accepted by IEEE Transactions on Industrial Informatics. |
| Jul 09, 2025 | Our paper on LLM-based online safety-critical scenario generation has been accepted by IEEE ITSC 2025. |
| Jun 19, 2025 | Our survey Exploring the Roles of Large Language Models in Reshaping Transportation Systems has been published in the inaugural issue of Artificial Intelligence for Transportation. |
| Jun 09, 2025 | LLM-attacker has been accepted by IEEE Transactions on Intelligent Transportation Systems. |
| May 09, 2025 | Our paper on LLM-based online safety-critical scenario generation is available on arXiv. |
| Apr 28, 2025 | I attended ICLR 2025 in Singapore and enjoyed learning from the ICLR community. |
| Apr 06, 2025 | I was invited to give an online talk at the WeChat platform “Jiao Tong Bang” and shared our recent work on LLMs for transportation. |
| Apr 04, 2025 | Our invited session proposal, Innovative Applications of Large Language Models in Multimodal Transportation Systems, has been accepted by IEEE ITSC 2025. |
| Mar 31, 2025 | Our survey Exploring the Roles of Large Language Models in Reshaping Transportation Systems is available on arXiv. |
| Mar 19, 2025 | Our work on LLM-enhanced delivery demand estimation has been accepted by Transportation Research Part E. |
| Mar 09, 2025 | I have two papers accepted by ICLR 2025 workshops. |
| Jan 19, 2025 | Our work received inspiring feedback at TRBAM 2025 in Washington, D.C. |
| Jan 09, 2025 | Our work on meta learning-based INRs for cross-city generalization and LLM-enhanced adversarial scenario generation is available on arXiv. |
| Dec 09, 2024 | Our work Geolocation Representation from Large Language Models are Generic Enhancers for Spatio-Temporal Learning has been accepted by AAAI 2025. |
| Nov 19, 2024 | I received funding from the National Natural Science Foundation of China’s Fundamental Research Program for Young Students as the principal investigator. |
| Oct 14, 2024 | Our work on MLP-Mixers for traffic forecasting has been accepted by IEEE Transactions on Intelligent Transportation Systems. |
| Sep 19, 2024 | Our work on spatiotemporal implicit neural representations has been accepted by Transportation Research Part C. |
| Aug 19, 2024 | I attended KDD 2024 in Barcelona and TRC-30 in Crete, and enjoyed sharing our research with the community. |
| Jul 19, 2024 | Our work on channel-aware low-rank adaptation has been accepted by CIKM 2024. |
| May 19, 2024 | Our work ImputeFormer: Low Rankness-Induced Transformers for Generalizable Spatiotemporal Imputation has been accepted by KDD 2024 as an oral presentation. |