{"id":31752,"date":"2023-06-01T12:28:39","date_gmt":"2023-06-01T04:28:39","guid":{"rendered":"https:\/\/www.fst.um.edu.mo\/personal\/?page_id=31752"},"modified":"2026-03-31T23:25:28","modified_gmt":"2026-03-31T15:25:28","slug":"publication","status":"publish","type":"page","link":"https:\/\/www.fst.um.edu.mo\/personal\/zhenningli\/publication\/","title":{"rendered":"Publication"},"content":{"rendered":"\t\t
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Please check my google scholar or research gate for my paper list.\u00a0[<\/span>Google Scholar<\/a>] [<\/span>ResearchGate<\/a>]<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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\n\t\t\t\t\n\t\t\t\t\tLab News<\/span>\n\t\t\t\t<\/span>\n\t\t\t\t<\/h3>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t
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<\/div>
\n <\/thead>

Date<\/strong><\/p><\/td>

News<\/strong><\/p><\/td>

Level<\/strong><\/p><\/td><\/tr>

2026\/03<\/p><\/td>

One paper got accepted by IEEE TETCI.<\/p><\/td>

Q1<\/p><\/td><\/tr>

2026\/03<\/p><\/td>

One paper got accepted by IEEE TII.<\/p><\/td>

Q1<\/p><\/td><\/tr>

2026\/03<\/p><\/td>

One paper got accepted by Automatica.<\/p><\/td>

Q1<\/p><\/td><\/tr>

2026\/02<\/p><\/td>

One paper got accepted by IEEE TITS.<\/p><\/td>

Q1<\/p><\/td><\/tr>

2026\/02<\/p><\/td>

Three papers got accepted by CVPR.<\/p><\/td>

CCF-A<\/p><\/td><\/tr>

2026\/01<\/p><\/td>

One paper got accepted by TR-C.<\/p><\/td>

Q1<\/p><\/td><\/tr>

2026\/01<\/p><\/td>

One paper got accepted by AAP.<\/p><\/td>

Q1<\/p><\/td><\/tr>

2026\/01<\/p><\/td>

One paper got accepted by Science China.<\/p><\/td>

CCF-A<\/p><\/td><\/tr>

2025\/12\t<\/p><\/td>

One paper got accepted by AMAR.<\/p><\/td>

Q1<\/p><\/td><\/tr>

2025\/12<\/p><\/td>

One paper got accepted by IEEE TITS.<\/p><\/td>

Q1<\/p><\/td><\/tr>

2025\/12<\/p><\/td>

One Correspondence got accepted by Nature.<\/p><\/td>

Q1<\/p><\/td><\/tr>

2025\/11<\/p><\/td>

One paper got accepted by IEEE Transactions on Automatic Control.<\/p><\/td>

Q1<\/p><\/td><\/tr>

2025\/11<\/p><\/td>

One paper got accepted by TR-C.<\/p><\/td>

Q1<\/p><\/td><\/tr>

2025\/11<\/p><\/td>

Two papers got accepted by AAAI. <\/p><\/td>

CCF-A<\/p><\/td><\/tr>

2025\/10<\/p><\/td>

Six papers got accepted by TRB.<\/p><\/td>

<\/td><\/tr>

2025\/09<\/p><\/td>

One paper got accepted by Trans. B.<\/p><\/td>

Q2<\/p><\/td><\/tr>

2025\/08<\/p><\/td>

One paper got accepted by IEEE TITS.<\/p><\/td>

Q1<\/p><\/td><\/tr>

2025\/08<\/p><\/td>

One paper got accepted by IEEE TITS.<\/p><\/td>

Q1<\/p><\/td><\/tr>

2025\/08<\/p><\/td>

One paper got accepted by IEEE Transactions on Automatic Control.<\/p><\/td>

Q1<\/p><\/td><\/tr>

2025\/07<\/p><\/td>

One paper got accepted by ACM Transactions on Computer-human Interaction. <\/p><\/td>

CCF-A<\/p><\/td><\/tr>

2025\/07<\/p><\/td>

One paper got accepted by IEEE Transactions on Robotics.<\/p><\/td>

Q1<\/p><\/td><\/tr>

2025\/07<\/p><\/td>

One paper got accepted by ACM MM.<\/p><\/td>

CCF-A<\/p><\/td><\/tr>

2025\/06<\/p><\/td>

One paper got accepted by ICCV.<\/p><\/td>

CCF-A<\/p><\/td><\/tr>

2025\/06<\/p><\/td>

One paper got accepted by IEEE TITS.<\/p><\/td>

Q1<\/p><\/td><\/tr>

2025\/06 <\/p><\/td>

One paper got accepted by IEEE TITS.<\/p><\/td>

Q1<\/p><\/td><\/tr>

2025\/06<\/p><\/td>

One paper got accepted by Communications Engineering.<\/p><\/td>

<\/td><\/tr>

2025\/06<\/p><\/td>

One paper got accepted by Nature Communications.<\/p><\/td>

Q1<\/p><\/td><\/tr>

2025\/05<\/p><\/td>

One paper got accepted by IJCAI.<\/span><\/p><\/td>

CCF-A<\/p><\/td><\/tr>

2025\/05<\/p><\/td>

One paper got accepted by Advanced Engineering Informatics.<\/span><\/p><\/td>

Q1<\/p><\/td><\/tr>

2025\/05<\/p><\/td>

One paper got accepted by ICML.<\/span><\/p><\/td>

CCF-A<\/p><\/td><\/tr>

2025\/04<\/p><\/td>

One paper got accepted by COMMTR.<\/span><\/p><\/td>

Q1<\/p><\/td><\/tr>

2025\/04<\/p><\/td>

One paper got accepted by TUST.<\/span><\/p><\/td>

Q1<\/p><\/td><\/tr>

2025\/04<\/p><\/td>

One paper got accepted by IEEE TAI.<\/span><\/p><\/td>

Q1<\/p><\/td><\/tr>

2025\/04<\/p><\/td>

One paper got accepted by Information Fusion.<\/p><\/td>

Q1<\/p><\/td><\/tr>

2025\/03<\/p><\/td>

One paper got accepted by Transportation Science.<\/p><\/td>

Q1<\/p><\/td><\/tr>

2025\/02<\/p><\/td>

One paper got accepted by IEEE TITS.<\/p><\/td>

Q1<\/p><\/td><\/tr>

2025\/02<\/p><\/td>

One paper got accepted by ICRA.<\/p><\/td>

CCF-B<\/p><\/td><\/tr>

2025\/01<\/p><\/td>

One paper got accepted by IEEE TPAMI.<\/p><\/td>

Q1<\/p><\/td><\/tr>

2024\/12<\/p><\/td>

One paper got accepted by Information Fusion.<\/p><\/td>

Q1<\/p><\/td><\/tr>

2024\/12<\/p><\/td>

One paper got accepted by AAAI for oral presentation.<\/p><\/td>

CCF-A<\/p><\/td><\/tr>

2024\/12<\/p><\/td>

One paper got accepted by AAAI.<\/p><\/td>

CCF-A<\/p><\/td><\/tr>

2024\/11<\/p><\/td>

One paper got accepted by IEEE TII.<\/p><\/td>

Q1<\/p><\/td><\/tr>

2024\/10<\/p><\/td>

One Paper got accepted by IEEE Sensors.<\/p><\/td>

Q1<\/p><\/td><\/tr>

2024\/10<\/p><\/td>

One paper got accepted by TR-C.<\/p><\/td>

Q1<\/p><\/td><\/tr>

2024\/09<\/p><\/td>

One Paper got accepted by IEEE Sensors.<\/p><\/td>

Q1<\/p><\/td><\/tr>

2024\/09<\/p><\/td>

One Paper got accepted by AAP.<\/p><\/td>

Q1<\/p><\/td><\/tr>

2024\/08<\/p><\/td>

One paper got accepted by TR-C.<\/p><\/td>

Q1<\/p><\/td><\/tr>

2024\/07<\/p><\/td>

One paper got accepted by ITSC.<\/p><\/td>

<\/td><\/tr>

2024\/07<\/p><\/td>

Two papers got accepted by ACM MM 2024, with one oral presentation.<\/p><\/td>

CCF-A<\/p><\/td><\/tr>

2024\/07<\/p><\/td>

One paper got accepted by TR-C.<\/p><\/td>

Q1<\/p><\/td><\/tr>

2024\/07<\/p><\/td>

One paper got accepted by ECAI 2024. <\/p><\/td>

CCF-B<\/p><\/td><\/tr>

2024\/06<\/p><\/td>

Two papers got accepted by TRC-30 with two oral presentations.<\/p><\/td>

<\/td><\/tr>

2024\/06<\/p><\/td>

Two papers got accepted by 5th MFTS for oral presentations.<\/p><\/td>

<\/td><\/tr>

2024\/05<\/p><\/td>

One paper got accepted by IJCAI 2024 Special Track.<\/p><\/td>

CCF-A<\/p><\/td><\/tr>

2024\/05<\/p><\/td>

One paper got accepted by IEEE TIV.<\/p><\/td>

Q1<\/p><\/td><\/tr>

2024\/04<\/p><\/td>

Three papers got accepted by IJCAI 2024.<\/p><\/td>

CCF-A<\/p><\/td><\/tr>

2024\/04<\/p><\/td>

Invited talk at Chinese University of Hong Kong.<\/p><\/td>


<\/p><\/td><\/tr>

2024\/03<\/p><\/td>

One paper got accepted by Trans.<\/p><\/td>

Q1<\/p><\/td><\/tr>

2024\/03<\/p><\/td>

One paper got accepted by Chain.<\/p><\/td>


<\/p><\/td><\/tr>

2024\/02<\/p><\/td>

One paper got accepted by TIV.<\/p><\/td>

Q1<\/p><\/td><\/tr>

2024\/02<\/p><\/td>

Invited talk at Tsinghua University.<\/p><\/td>

<\/td><\/tr>

2024\/01<\/p><\/td>

One paper got accepted by AAP.<\/p><\/td>

Q1<\/p><\/td><\/tr>

2024\/01<\/p><\/td>

One paper got accepted by ICRA 2024.<\/p><\/td>

CCF-B<\/p><\/td><\/tr>

2024\/01<\/p><\/td>

One paper got accepted by AJSE.<\/p><\/td>

Q2<\/p><\/td><\/tr>

2024\/01<\/p><\/td>

One paper got accepted by IEEE TR. <\/span><\/p><\/td>

Q1<\/p><\/td><\/tr>

2024\/01<\/p><\/td>

One paper got accepted by COMMTR. <\/span><\/p><\/td>

Q1<\/p><\/td><\/tr>

2024\/01<\/p><\/td>

One paper got accepted by AAAI 2024.<\/p><\/td>

CCF-A<\/p><\/td><\/tr>

2023\/11<\/p><\/td>

One paper got accepted by CCR.<\/p><\/td>

Q1<\/p><\/td><\/tr>

2023\/11<\/p><\/td>

Invited talk at University of Macau.<\/p><\/td>

<\/td><\/tr>

2023\/10<\/p><\/td>

One paper got accepted by CACIE, with the cover-page award.<\/p><\/td>

Q1<\/p><\/td><\/tr>

2023\/10<\/p><\/td>

Invited talk at Harbin Insititute of Technology.<\/p><\/td>

<\/td><\/tr>

2023\/10<\/p><\/td>

Nine papers got accepted by TRB, including two oral lecterns.<\/p><\/td>

<\/td><\/tr>

2023\/07<\/p><\/td>

Invited talk at Tongji University.<\/p><\/td>

<\/td><\/tr>

2023\/07<\/p><\/td>

Invited talk on CICTP2023 at Beijing University of Technology.<\/p><\/td>

<\/td><\/tr>

2023\/07<\/p><\/td>

Three papers got accepted by CICTP, with one best paper award.<\/p><\/td>

<\/td><\/tr>

2023\/06<\/p><\/td>

One paper got accepted by AAP.<\/p><\/td>

Q1<\/p><\/td><\/tr>

2023\/06 <\/p><\/td>

One paper got accepted by TIV.<\/p><\/td>

Q1<\/p><\/td><\/tr>

-Previous<\/p><\/td>

Please check my google scholar page.<\/p><\/td>

<\/td><\/tr><\/tbody><\/table>\n <\/div>
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Selected Publications (Order By Year)<\/strong><\/span><\/p>\n

    \n
  1. \n
      \n
    1. [TR-C] <\/span>Liao, H., Wang, B., Yang, J., Wang, C., He, Z., Zhang, G., … & Li, Z. (2026). Addressing corner cases in autonomous driving: A world model-based approach with mixture of experts and LLMs. Transportation Research Part C: Emerging Technologies<\/i>, 183<\/i>, 105456.<\/li>\n
    2. [AAAI] <\/span>Rao, B., Wang, C., Liao, H., Wang, Q., Guan, Y., Zhang, J., … & Li, Z. (2025). Differentiable Semantic Meta-Learning Framework for Long-Tail Motion Forecasting in Autonomous Driving. AAAI 2026<\/i>.<\/li>\n
    3. [AAAI] <\/span>Liu, X., Rao, B., Guan, Y., Wang, C., Liao, H., Zhang, J., … & Li, Z. (2025). Predict and Resist: Long-Term Accident Anticipation under Sensor Noise. AAAI 2026.<\/i><\/li>\n
    4. [IEEE-TAC] <\/span>Zhu, K., Wang, Z., Ding, D., Li, Z., & Xu, C. Z. (2025). Chance-Constrained Dynamic Encoding-Based Control Over Noisy Communication Channels: An Active Bit-Flip-Error-Resistant Approach.<\/li>\n
    5. [TOCHI] <\/span>Huang, M. Z., Lu, Z., Huang, C., Li, Z., Zhao, H., Zhou, X., … & Wang, K. Y. (2025). Emotions in Fandom Crowdfunding: Investigating How Online Interactions Affect Collaborative Monetary Activities. ACM Transactions on Computer-Human Interaction<\/i>, 32<\/i>(6), 1-46.<\/li>\n
    6. [AMAR] <\/span>Liu, J., Yu, H., Yang, G., Li, Z., & Liu, P. (2025). Accounting for temporal instability in macro-level crash frequency modeling: A framework integrating high-resolution traffic dynamic patterns and spatiotemporal approaches. Analytic Methods in Accident Research<\/i>, 100417.<\/li>\n
    7. [TBTD] <\/span>Wang, Y., Yu, H., Li, Z., & Liu, P. (2025). Dynamic system optimum model with lane-changing traffic. Transportmetrica B: Transport Dynamics<\/i>, 13<\/i>(1), 2552885.<\/li>\n
    8. [IEEE-TRO]<\/span> Haicheng Liao, Zhenning Li, Kaiqun Zhu, Keqiang Li, Chengzhong Xu. SA-TP^2: A Safety-Aware Trajectory Prediction and Planning Model for Autonomous Driving<\/a>. IEEE Transactions on Robotics (TRO)<\/em>. 2025<\/li>\n
    9. [TS]<\/span> Liao, H., Li, Z., Zhang, G., Li, K., & Xu, C. Toward Human-Like Trajectory Prediction for Autonomous Driving: A Behavior-Centric Approach<\/a>. Transportation Science<\/em>. 2025<\/li>\n
    10. [IJCAI]<\/span> Wang, B., Liao, H., Wang, C., Rao, B., Guan, Y., Yu, G., & Li, Z. Beyond Patterns: Harnessing Causal Logic for Autonomous Driving Trajectory Prediction. International Joint Conference on Artificial Intelligence<\/em>. 2025<\/li>\n
    11. [ICML]<\/span> Fan, Y., Cui, Z., Li, Z., Ren, Y., & Yu, H. SAH-Drive: A Scenario-Aware Hybrid Planner for Closed-Loop Vehicle Trajectory Generation. International Conference on Machine Learning<\/em>. 2025<\/li>\n
    12. [ICCV]<\/span> Rao, B., Liao, H., Guan, Y., Wang, C., Wang, B., Zhang, J., & Li, Z. AMD: Adaptive Momentum and Decoupled Contrastive Learning Framework for Robust Long-Tail Trajectory Prediction. International Conference on Computer Vision<\/em>. 2025<\/li>\n
    13. [MM]<\/span> Zhang, J., Liao, H., Xie, Y., Wang, C., Guan, Y., Rao, B., & Li, Z. Eyes on the Road, Mind Beyond Vision: Context-Aware Multi-modal Enhanced Risk Anticipation. ACM International Conference on Multimedia (ACM MM)<\/em>. 2025<\/li>\n
    14. [COMMEG]<\/span> Guan, Y., Liao, H., Wang, C., Liu, X., Zhang, J., & Li, Z. World model-based end-to-end scene generation for accident anticipation in autonomous driving<\/a>. Communications Engineering<\/em>. 2025<\/li>\n
    15. [IEEE-TITS]<\/span> Liao, H., Rao, B., Sun, H., Wang, C., Chang, Q., Li, S. E., … & Li, Z. Chain-of-Thought Guided Multimodal Large Language Models for Scene-Aware Accident Anticipation in Autonomous Driving<\/a>. IEEE Transactions on Intelligent Transportation Systems<\/i>. 2025<\/li>\n
    16. [IEEE-TITS]<\/span> Liao, H., Wang, C., Zhu, K., Ren, Y., Gao, B., Li, S. E., … & Li, Z. Minds on the move: Decoding trajectory prediction in autonomous driving with cognitive insights<\/a>. IEEE Transactions on Intelligent Transportation Systems<\/i>. 2025<\/li>\n
    17. [IEEE-TITS]<\/span> Li, T., Bian, Z., Lei, H., Zuo, F., Yang, Y. T., Zhu, Q., Li, Z., & Ozbay, K. Digital Twin-Based Driver Risk-Aware Predictive Mobility Analytics for Real-Time Situational Awareness Through Cooperative Sensing.<\/a> IEEE Transactions on Intelligent Transportation Systems<\/i>. 2025<\/li>\n
    18. [COMMTR]<\/span> Guan, Y., Liao, H., Wang, C., Wang, B., Zhang, J., Hu, J., & Li, Z. Domain-Enhanced Dual-Branch Model for Efficient and Interpretable Accident Anticipation. Communications in Transportation Research. 2025<\/li>\n
    19. [Trans.-B] <\/span>Wang, Y., Yu, H., Li, Z., & Liu, P. Dynamic system optimum model with lane-changing traffic.<\/a> Transportmetrica B: Transport Dynamics<\/i>, 13<\/i>(1), 2552885. 2025<\/li>\n
    20. [IEEE-TII]<\/span> Zhu K.; Wang Z.; Li Z.; Xu C.-Z. Secure Observer-Based Collision-Free Control for Autonomous Vehicles Under Non-Gaussian Noises.<\/a> IEEE Transactions on Industrial Informatics. 2025<\/li>\n
    21. [TUST]<\/span> Guo Z.; Pang H.; Li G.; Li Z.; Xu H.; Green P. The influence of continuous tunnel driving on high-speed rail drivers\u2019 brain responses.<\/a> Tunnelling and Underground Space Technology. 2025<\/li>\n
    22. [NC]<\/span> Li Y.; Chen C.; Li Z.; Li Z. High-throughput atomistic modeling of nanocrystalline structure and mechanics of calcium aluminate silicate hydrate.<\/a> Nature Communications. 2025<\/li>\n
    23. [INFFUS]<\/span> Zhang J.; Guan Y.; Wang C.; Liao H.; Zhang G.; Li Z. LATTE: A Real-time Lightweight Attention-based Traffic Accident Anticipation Engine.<\/a> Information Fusion. 2025<\/li>\n
    24. [AAAI]<\/span> Wang C.; Liao H.; Wang B.; Guan Y.; Rao B.; Pu Z.; Cui Z.; Xu C.-Z.; Li Z. NEST: A Neuromodulated Small-world Hypergraph Trajectory Prediction Model for Autonomous Driving.<\/a> Proceedings of the AAAI Conference on Artificial Intelligence. 2025 [Oral (600\/12957=4.6%)]<\/span><\/li>\n
    25. [IEEE-TITS]<\/span> Li G.; Zhang L.; Ouyang D.; Li Q.; Li Z.; Li S.E.; Green P.; Olaverri-Monreal C. Cross-Driver Domain Generalization for Improved Drowsiness Recognition Based on EEG Signals.<\/a> IEEE Transactions on Intelligent Transportation Systems. 2025<\/li>\n
    26. [AEI]<\/span> Li G.; Lu H.; Li J.; Li Z.; Li Q.; Ren X.; Zheng L. Alternating interaction fusion of Image-Point cloud for Multi-Modal 3D object detection.<\/a> Advanced Engineering Informatics. 2025<\/li>\n
    27. [IEEE-TITS]<\/span> Wang H.; Lian Z.; Li Z.; Wang J.; Eichberger A.; Hu J.; Chen Y.; Gao Y. Human-Machine Shared Control Approach for the Takeover of Cooperative Adaptive Cruise Control.<\/a> IEEE Transactions on Intelligent Transportation Systems. 2025<\/li>\n
    28. [IEEE-TAI]<\/span> Liao H.; Kong H.; Wang B.; Wang C.; Ye W.; He Z.; Xu C.; Li Z. CoT-Drive: Efficient Motion Forecasting for Autonomous Driving with LLMs and Chain-of-Thought Prompting.<\/a> IEEE Transactions on Artificial Intelligence. 2025<\/li>\n
    29. [IEEE-TPAMI]<\/span> Wang C.; Liao H.; Li Z.; Xu C. WAKE: Towards Robust and Physically Feasible Trajectory Prediction for Autonomous Vehicles with WAvelet and KinEmatics Synergy.<\/a> IEEE Transactions on Pattern Analysis and Machine Intelligence. 2025<\/li>\n
    30. [IEEE-TITS]<\/span> Liao H.; Wang C.; Zhu K.; Ren Y.; Gao B.; Eben Li S.; Xu C.; Li Z. Minds on the Move: Decoding Trajectory Prediction in Autonomous Driving With Cognitive Insights.<\/a> IEEE Transactions on Intelligent Transportation Systems. 2025<\/li>\n
    31. [INFFUS]<\/span> Wang C.; Liao H.; Zhu K.; Zhang G.; Li Z. DEMO: A Dynamics-Enhanced Learning Model for multi-horizon trajectory prediction in autonomous vehicles.<\/a> Information Fusion. 2025<\/li>\n
    32. [CICTP]<\/span> Wang Y.; Yu H.; Han Y.; Li Z.; Li J. Dynamic Network Loading Model Considering Lane-Changing Effects.<\/a> Proceedings of the 24th COTA International Conference of Transportation Professionals. 2024<\/li>\n
    33. [IEEE-TIV]<\/span> Liao H.; Li Y.; Li Z.; Wang C.; Cui Z.; Li S.E.; Xu C. A Cognitive-Based Trajectory Prediction Approach for Autonomous Driving.<\/a> IEEE Transactions on Intelligent Vehicles. 2024<\/li>\n
    34. [TR]<\/span> Li Z.; Tang R.; Li G.; Xu C. Understanding social attitudes towards autonomous driving: a perspective from Chinese citizens.<\/a> Transportation. 2024<\/li>\n
    35. [AJSE]<\/span> Tang R.; Li Z.; Xu C. An Adaptive Control Framework for Mixed Autonomy Traffic Platoon.<\/a> Arabian Journal for Science and Engineering. 2024<\/li>\n
    36. [IJCAI]<\/span> Liao H.; Li X.; Li Y.; Kong H.; Wang C.; Wang B.; Guan Y.; Tam K.; Li Z. CDSTraj: Characterized Diffusion and Spatial-Temporal Interaction Network for Trajectory Prediction in Autonomous Driving.<\/a> IJCAI International Joint Conference on Artificial Intelligence. 2024<\/li>\n
    37. [ICRA]<\/span> Liao H.; Liu S.; Li Y.; Li Z.; Wang C.; Li Y.; Li S.E.; Xu C. Human Observation-Inspired Trajectory Prediction for Autonomous Driving in Mixed-Autonomy Traffic Environments.<\/a> IEEE International Conference on Robotics and Automation. 2024<\/li>\n
    38. [IEEE-SJ]<\/span> Li G.; Zhang L.; Li C.; Li Z.; Gao F.; Zheng L.; Green P. Investigating the Influence of Driving on Brain Connectivity Networks and Emotion Processing Mechanism Based on EEG Signals.<\/a> IEEE Sensors Journal. 2024<\/li>\n
    39. [MM]<\/span> Liao H.; Li Y.; Wang C.; Guan Y.; Tam K.; Tian C.; Li L.; Xu C.; Li Z. When, Where, and What? A Benchmark for Accident Anticipation and Localization with Large Language Models.<\/a> MM 2024 – Proceedings of the 32nd ACM International Conference on Multimedia. 2024 [Oral (174\/4385=3.9%)]<\/span><\/li>\n
    40. [TR-C]<\/span> Zhang L.; U L.H.; Ni S.; Chen D.; Li Z.; Wang W.; Xian W. City metro network expansion based on multi-objective reinforcement learning.<\/a> Transportation Research Part C: Emerging Technologies. 2024<\/li>\n
    41. [IJCAI]<\/span> Liao H.; Wang C.; Li Z.; Li Y.; Wang B.; Li G.; Xu C.-Z. Physics-Informed Trajectory Prediction for Autonomous Driving under Missing Observation.<\/a> IJCAI International Joint Conference on Artificial Intelligence. 2024<\/li>\n
    42. [IEEE-TR]<\/span> Guo Z.; Liu Q.; Zhang L.; Li Z.; Li G. L-TLA: A Lightweight Driver Distraction Detection Method Based on Three-Level Attention Mechanisms.<\/a> IEEE Transactions on Reliability. 2024<\/li>\n
    43. [IJCAI]<\/span> Liao H.; Li Z.; Wang C.; Wang B.; Kong H.; Guan Y.; Li G.; Cui Z. A Cognitive-Driven Trajectory Prediction Model for Autonomous Driving in Mixed Autonomy Environments.<\/a> IJCAI International Joint Conference on Artificial Intelligence. 2024<\/li>\n
    44. [IEEE-SJ]<\/span> Li G.; Yuan Y.; Li C.; Li Q.; Li W.; Li Z.; Green P. A Super-Resolution Framework for Emotion Recognition Based on EEG Signals.<\/a> IEEE Sensors Journal. 2024<\/li>\n
    45. [MM]<\/span> Liao H.; Sun H.; Shen H.; Wang C.; Tian C.; Tam K.; Li L.; Xu C.; Li Z. CRASH: Crash Recognition and Anticipation System Harnessing with Context-Aware and Temporal Focus Attentions.<\/a> MM 2024 – Proceedings of the 32nd ACM International Conference on Multimedia. 2024<\/li>\n
    46. [AAP]<\/span> Liao H.; Li Y.; Li Z.; Bian Z.; Lee J.; Cui Z.; Zhang G.; Xu C. Real-time accident anticipation for autonomous driving through monocular depth-enhanced 3D modeling.<\/a> Accident Analysis and Prevention. 2024<\/li>\n
    47. [TR-C]<\/span> Lan Z.; Ren Y.; Yu H.; Liu L.; Li Z.; Wang Y.; Cui Z. Hi-SCL: Fighting long-tailed challenges in trajectory prediction with hierarchical wave-semantic contrastive learning.<\/a> Transportation Research Part C: Emerging Technologies. 2024<\/li>\n
    48. [ITSC]<\/span> Bian Z.; Gao J.; Ozbay K.; Zuo F.; Zuo D.; Li Z. Informed Along the Road: Roadway Capacity Driven Graph Convolution Network for Network-Wide Traffic Prediction.<\/a> IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC. 2024<\/li>\n
    49. [IEEE-TIV]<\/span> Guan Y.; Liao H.; Li Z.; Hu J.; Yuan R.; Li Y.; Zhang G.; Xu C. World Models for Autonomous Driving: An Initial Survey.<\/a> IEEE Transactions on Intelligent Vehicles. 2024<\/li>\n
    50. [AAP]<\/span> Li Z.; Wang C.; Liao H.; Li G.; Xu C. Efficient and robust estimation of single-vehicle crash severity: A mixed logit model with heterogeneity in means and variances.<\/a> Accident Analysis and Prevention. 2024<\/li>\n
    51. [COMMTR]<\/span> Liao H.; Shen H.; Li Z.; Wang C.; Li G.; Bie Y.; Xu C. GPT-4 enhanced multimodal grounding for autonomous driving: Leveraging cross-modal attention with large language models.<\/a> Communications in Transportation Research. 2024<\/li>\n
    52. [ECAI]<\/span> Liao H.; Li Y.; Li Z.; Wang C.; Li G.; Tian C.; Bian Z.; Zhu K.; Cui Z.; Hu J. Less Is More: Efficient Brain-Inspired Learning for Autonomous Driving Trajectory Prediction.<\/a> Frontiers in Artificial Intelligence and Applications. 2024<\/li>\n
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    54. [CVCI]<\/span> Sun J.; Li W.; Lin Q.; Duan F.; Li Z.; Li S.E. Human-Vehicle Cooperative Driving with Multi-Lane Decision-Making via Incomplete Information Game.<\/a> Proceedings of the 2024 8th CAA International Conference on Vehicular Control and Intelligence, CVCI 2024. <\/li>\n
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    59. [CCR]<\/span> Li Y.; Sun Z.; Li Z.; Chen B.; Li Z. Dimeric and oligomeric interactions between calcium silicate aqua monomers before calcium silicate hydrate nucleation.<\/a> Cement and Concrete Research. 2023<\/li>\n
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      An Efficient Bayesian Robit Model for Traffic Safety Modeling.<\/a> Proceedings of the 23rd COTA International Conference of Transportation Professionals. <\/li>\n
    61. [CICTP]<\/span> Ji J.; Wang L.; Bie Y.; Li Z. Construction of Typical Driving Cycle for an Electric Bus Route Based on Real-World Data.<\/a> Proceedings of the 23rd COTA International Conference of Transportation Professionals. [Best Paper Award]<\/span><\/li>\n
    62. [CICTP]<\/span> Ji Y.; Ma D.; Bie Y.; Li Z. A Deep Reinforcement Learning Approach for Isolated Intersection Traffic Signal Control with Long-Short Term Memory Network.<\/a> Proceedings of the 23rd COTA International Conference of Transportation Professionals. 2023<\/li>\n
    63. [AAP]<\/span> Li Z.; Liao H.; Tang R.; Li G.; Li Y.; Xu C. Mitigating the impact of outliers in traffic crash analysis: A robust Bayesian regression approach with application to tunnel crash data.<\/a> Accident Analysis and Prevention. 2023<\/li>\n
    64. [PHYA]<\/span> Li Z.; Xu C.; Bian Z. A force-driven model for passenger evacuation in bus fires.<\/a> Physica A: Statistical Mechanics and its Applications. 2022<\/li>\n
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    68. [TR-C]<\/span> Li Z.; Yu H.; Zhang G.; Dong S.; Xu C.-Z. Network-wide traffic signal control optimization using a multi-agent deep reinforcement learning.<\/a> Transportation Research Part C: Emerging Technologies. 2021<\/li>\n
    69. [TR-D]<\/span> Zhang Q.; Yu H.; Li Z.; Zhang G.; Ma D.T. Assessing potential likelihood and impacts of landslides on transportation network vulnerability.<\/a> Transportation Research Part D: Transport and Environment. 2020<\/li>\n
    70. [JTE-A]<\/span>Yu H.; Liu P., Prof.; Li Z.; Zhang G.; Pu Z. Quantifying Significance of Young Traveler Characteristics in Travel Mode Choices Impacted by E-Hailing Services.<\/a> Journal of Transportation Engineering Part A: Systems. 2020<\/li>\n
    71. [IEEE-TVT]<\/span> Yu H.; Li Z.; Zhang G.; Liu P.; Wang J. Extracting and Predicting Taxi Hotspots in Spatiotemporal Dimensions Using Conditional Generative Adversarial Neural Networks.<\/a> IEEE Transactions on Vehicular Technology. 2020<\/li>\n
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    74. [TR-D]<\/span> Li Z.; Yu H.; Chen X.; Zhang G.; Ma D. Tsunami-induced traffic evacuation strategy optimization.<\/a> Transportation Research Part D: Transport and Environment. 2019<\/li>\n
    75. [IEEE-TITS]<\/span> Yu H.; Chen X.; Li Z.; Zhang G.; Liu P.; Yang J.; Yang Y. Taxi-Based Mobility Demand Formulation and Prediction Using Conditional Generative Adversarial Network-Driven Learning Approaches.<\/a> IEEE Transactions on Intelligent Transportation Systems. 2019<\/li>\n
    76. [AAP]<\/span> Li Z.; Ci Y.; Chen C.; Zhang G.; Wu Q.; Qian Z.S.; Prevedouros P.D.; Ma D.T. Investigation of driver injury severities in rural single-vehicle crashes under rain conditions using mixed logit and latent class models.<\/a> Accident Analysis and Prevention. 2019<\/li>\n
    77. [AMAR]<\/span> Yu H.; Li Z.; Zhang G.; Liu P. A latent class approach for driver injury severity analysis in highway single vehicle crash considering unobserved heterogeneity and temporal influence.<\/a> Analytic Methods in Accident Research. 2019<\/li>\n
    78. [AMAR]<\/span> Li Z.; Chen X.; Ci Y.; Chen C.; Zhang G. A hierarchical Bayesian spatiotemporal random parameters approach for alcohol\/drug impaired-driving crash frequency analysis.<\/a> Analytic Methods in Accident Research. 2019<\/li>\n
    79. [AAP]<\/span> Li Z.; Wu Q.; Ci Y.; Chen C.; Chen X.; Zhang G.
      Using latent class analysis and mixed logit model to explore risk factors on driver injury severity in single-vehicle crashes.<\/a> Accident Analysis and Prevention. 2019<\/li>\n
    80. [TR-C]<\/span> Li Z.; Wu Q.; Yu H.; Chen C.; Zhang G.; Tian Z.Z.; Prevedouros P.D. Temporal-spatial dimension extension-based intersection control formulation for connected and autonomous vehicle systems.<\/a> Transportation Research Part C: Emerging Technologies. 2019<\/li>\n
    81. [AAP]<\/span> Li Z.; Chen C.; Ci Y.; Zhang G.; Wu Q.; Liu C.; Qian Z.S. Examining driver injury severity in intersection-related crashes using cluster analysis and hierarchical Bayesian models.<\/a> Accident Analysis and Prevention. 2018<\/li>\n
    82. [TR-F]<\/span> Xianglong S.; Hu Z.; Shumin F.; Zhenning L. Bus drivers\u2019 mood states and reaction abilities at high temperatures.<\/a> Transportation Research Part F: Traffic Psychology and Behaviour. 2018<\/li>\n
    83. [AMAR]<\/span> Li Z.; Chen C.; Wu Q.; Zhang G.; Liu C.; Prevedouros P.D.; Ma D.T. Exploring driver injury severity patterns and causes in low visibility related single-vehicle crashes using a finite mixture random parameters model.<\/a> Analytic Methods in Accident Research. 2018<\/li>\n
    84. [AAP]<\/span> Feng S.; Li Z.; Ci Y.; Zhang G. Risk factors affecting fatal bus accident severity: Their impact on different types of bus drivers.<\/a> Accident Analysis and Prevention. 2016<\/li>\n
    85. [JPT] <\/span>Feng S.; Li Z.; Sun X. Analysis of bus fires using interpretative structural modeling.<\/a> Journal of Public Transportation. 2016<\/li>\n<\/ol>\n<\/li>\n<\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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