Publications

Zijian (Longino) ZHAO 赵子健, Jing Gao, Sen Li (2026). Ride-Hailing Order Dispatching with A Mixture of On-Demand and Pre-Booked Requests via Reinforcement Learning. In CICTP 2026.

Zijian (Longino) ZHAO 赵子健 (2026). Towards Fairness in Transportation Gig Markets: Identifying, Imitating, and Mitigating Algorithm Discrimination via Deep Reinforcement Learning. In AAAI/SIGAI Doctoral Consortium 2026.

Code Poster Slides

Zijian (Longino) ZHAO 赵子健, Sen Li (2026). Discriminatory Order Assignment and Payment-Setting on Food-Delivery Platforms: A Multi-Action and Multi-Agent Reinforcement Learning Framework. In Transportation Research Part E.

PDF Cite Code Dataset DOI

Zijian (Longino) ZHAO 赵子健, Yitong Shang, Sen Li (2025). AutoFed: Manual-Free Federated Traffic Prediction via Personalized Prompt. In under review.

PDF Cite Code DOI

Zijian (Longino) ZHAO 赵子健, Zhijie Cai, Tingwei Chen, Xiaoyang Li, Hang Li, Qimei Chen, Guangxu Zhu (2025). KNN-MMD: Cross Domain Wireless Sensing via Local Distribution Alignment. In IEEE TMC.

PDF Cite Code Dataset Slides DOI

Tingwei Chen, Yantao Wang, Hanzhi Chen, Zijian (Longino) ZHAO 赵子健, Xinhao Li, Nicola Piovesan, Guangxu Zhu, Qingjiang Shi (2025). Modelling the 5G Energy Consumption using Real-World Data: Energy Fingerprint is All You Need. In IEEE Globecom GenAI NGN Workshop 2025.

PDF Cite Code Slides DOI

Zijian (Longino) ZHAO 赵子健, Tingwei Chen, Fanyi Meng, Zhijie Cai, Hang Li, Xiaoyang Li, Guangxu Zhu (2025). LoFi: Vision-Aided Label Generator for Wi-Fi Localization and Tracking. In IEEE Globecom GenAI NGN Workshop 2025.

PDF Cite Code Dataset Slides Video DOI

Zijian (Longino) ZHAO 赵子健, Fanyi Meng, Zhonghao Lyu, Hang Li, Xiaoyang Li, Guangxu Zhu (2025). CSI-BERT2: A BERT-Inspired Framework for Efficient CSI Prediction and Classification in Wireless Communication and Sensing. In IEEE TMC.

PDF Cite Code Dataset DOI

Zijian (Longino) ZHAO 赵子健, Sen Li (2025). The Impacts of Data Privacy Regulations on Food-Delivery Platforms. In Transportation Research Part C.

PDF Cite Code Dataset DOI

Zijian (Longino) ZHAO 赵子健, Dian Jin, Zijing Zhou (2025). Zero-Effort Image-to-Music Generation: An Interpretable RAG-Based VLM Approach. In under review.

PDF Cite Code DOI

Zijian (Longino) ZHAO 赵子健, Sen Li (2025). Triple-BERT: Do We Really Need MARL for Order Dispatch on Ride-Sharing Platforms?. In under review.

PDF Cite Code DOI

Haolong Chen, Hanzhi Chen, Zijian (Longino) ZHAO 赵子健, Kaifeng Han, Guangxu Zhu, Yichen Zhao, Ying Du, Wei Xu, Qingjiang Shi (2025). An Overview of Domain-specific Foundation Model: Key Technologies, Applications and Challenges. In SCIENCE CHINA Information Sciences.

Zijian (Longino) ZHAO 赵子健, Sen Li (2025). Multi-Agent Reinforcement Learning for Order Assignment and Payment Setting on Food-Delivery Platforms: The Implicit Algorithmic Biases. In 2025 ISTDM & 2025 BTR & 2025 KKHTCNN Symposium on Civil Engineering & 2026 IFAC World Congress & 2026 TSL Conference.

PDF Cite Source Document

Dian Jin, Zijian (Longino) ZHAO 赵子健, Zijing Zhou (2025). IfWorld: A Multi-Agent Framework for Cross-Disciplinary Counterfactual Scenario Reasoning. In Technical Report.

Zijian (Longino) ZHAO 赵子健, Zhijie Cai, Tingwei Chen, Xiaoyang Li, Hang Li, Qimei Chen, Guangxu Zhu (2025). Does MMD Really Align? A Cross Domain Wireless Sensing Method via Local Distribution. In IEEE/CIC ICCC 2025.

PDF Cite Code Slides Source Document DOI

Shiting Chen, Zijian (Longino) ZHAO 赵子健, Jinsong Chen (2025). Confident RAG: Enhancing the Performance of LLMs for Mathematics Question Answering through Multi-Embedding and Confidence Scoring. In under review.

PDF Cite Code DOI

Zijian (Longino) ZHAO 赵子健, Sen Li (2025). One Step is Enough: Multi-Agent Reinforcement Learning Based on One-Step Policy Optimization for Order Dispatch on Ride-Sharing Platforms. In under review.

PDF Cite Code DOI

Zijian (Longino) ZHAO 赵子健 (2025). Let Network Decide What to Learn: Symbolic Music Understanding Model Based on Large-scale Adversarial Pre-training. In ACM ICMR 2025.

PDF Cite Code Slides Video DOI

Chuxue Cao, Mengze Li, Juntao Dai, Jinluan Yang, Zijian (Longino) ZHAO 赵子健, Shengyu Zhang, Weijie Shi, Chengzhogn Liu, Sirui Han, Yike Guo (2025). Towards Advanced Mathematical Reasoning for LLMs via First-Order Logic Theorem Proving. In EMNLP 2025.

PDF Cite Code DOI

Zijian (Longino) ZHAO 赵子健, Dian Jin, Zijing Zhou, Xiaoyu Zhang (2025). Automatic Stage Lighting Control: Is it a Rule-Driven Process or Generative Task?. In under review.

PDF Cite Code Dataset Video DOI

Zijian (Longino) ZHAO 赵子健 (2025). A Short Overview of Multi-Modal Wi-Fi Sensing. In ArXiv Technical Report.

PDF Cite Code Video DOI

Zijian (Longino) ZHAO 赵子健, Xuming Zhang, Jiayu Wen, Mingwen Liu, Xiaoteng Ma (2025). Label Unbalance in High-Frequency Trading. In ArXiv Technical Report.

PDF Cite Code Poster DOI

Zijian (Longino) ZHAO 赵子健, Tingwei Chen, Zhijie Cai, Xiaoyang Li, Hang Li, Qimei Chen, Guangxu Zhu (2025). CrossFi: A Cross Domain Wi-Fi Sensing Framework Based on Siamese Network. In IEEE IOT-J.

PDF Cite Code DOI

Tingwei Chen, Jiayi Chen, Zijian (Longino) ZHAO 赵子健, Haolong Chen, Liang Zhang, Guangxu Zhu (2025). First Token Probability Guided RAG for Telecom Question Answering. In ArXiv Technical Report.

Xiao Liang, Zijian (Longino) ZHAO 赵子健, Weichao Zeng, Yutong He, Fupeng He, Yiyi Wang, Chengying Gao (2024). PianoBART: Symbolic Piano Music Generation and Understanding with Large-Scale Pre-Training (Oral). In IEEE ICME 2024.

PDF Cite Code Slides Video DOI

Zijian (Longino) ZHAO 赵子健, Zitao Zhang, Kai Huang (2024). A Trajectory-Based Reinforcement Learning Approach for Autonomous Locomotion of a Rat Robot. In Github Technical Report.

PDF Cite Code Slides Video

Zijian (Longino) ZHAO 赵子健, Tingwei Chen, Fanyi Meng, Hang Li, Xiaoyang Li, Guangxu Zhu (2024). Finding the Missing Data: A BERT-Inspired Approach Against Package Loss in Wireless Sensing. In IEEE INFOCOM Deepwireless Workshop 2024.

PDF Cite Code Dataset Slides Video DOI

Zitao Zhang, Yuhong Huang, Zijian (Longino) ZHAO 赵子健, Zhenshan Bing, Chenglin Cai, Alois Knoll, Kai Huang (2024). Autonomous Locomotion of a Rat Robot Based on Model-Free Reinforcement Learning. In IEEE ICARM 2024.

PDF Cite Video DOI

Zitao Zhang, Yuhong Huang, Zijian (Longino) ZHAO 赵子健, Zhenshan Bing, Alois Knoll, Kai Huang (2023). Adaptive Quadruped Locomotion of a Rat Robot Based on a Hierarchical Reinforcement Learning Framework (2023 IEEE ROBIO Best Paper Award in Biomimetics Finalist). In IEEE ROBIO 2023.

PDF Cite Video DOI

Zitao Zhang, Yuhong Huang, Zijian (Longino) ZHAO 赵子健, Zhenshan Bing, Kai Huang (2023). Autonomous Locomotion of a Rat Robot Based on Reinforcement Learning. In CCF CIRAC 2023.