Zheng, Guanjie

12 publications

NeurIPS 2025 Scientists' First Exam: Probing Cognitive Abilities of MLLM via Perception, Understanding, and Reasoning Yuhao Zhou, Yiheng Wang, Xuming He, Ruoyao Xiao, Zhiwei Li, Qiantai Feng, Zijie Guo, Yuejin Yang, Hao Wu, Wenxuan Huang, Jiaqi Wei, Dan Si, Yao Xiuqi, Jia Bu, Haiwen Huang, Tianfan Fu, Shixiang Tang, Ben Fei, Dongzhan Zhou, Fenghua Ling, Yan Lu, Siqi Sun, Chenhui Li, Guanjie Zheng, Jiancheng Lv, Wenlong Zhang, Lei Bai

ECML-PKDD 2025 Supply Framework of Physical Machine Demand in Elastic Computing Service Zhanyu Liu, Xudong Zhang, Zhidong Hu, Xiejing Li, Fei Peng, Jian Zhou, Siyu Deng, Guanjie Zheng

NeurIPS 2024 CondTSF: One-Line Plugin of Dataset Condensation for Time Series Forecasting Jianrong Ding, Zhanyu Liu, Guanjie Zheng, Haiming Jin, Linghe Kong

ECML-PKDD 2024 Frequency Enhanced Pre-Training for Cross-City Few-Shot Traffic Forecasting Zhanyu Liu, Jianrong Ding, Guanjie Zheng

NeurIPS 2024 UrbanDataLayer: A Unified Data Pipeline for Urban Science Yiheng Wang, Tianyu Wang, Yuying Zhang, Hongji Zhang, Haoyu Zheng, Guanjie Zheng, Linghe Kong

ECML-PKDD 2023 FDTI: Fine-Grained Deep Traffic Inference with Roadnet-Enriched Graph Zhanyu Liu, Chumeng Liang, Guanjie Zheng, Hua Wei

IJCAI 2021 Knowledge-Based Residual Learning Guanjie Zheng, Chang Liu, Hua Wei, Porter Jenkins, Chacha Chen, Tao Wen, Zhenhui Li

IJCAI 2021 Objective-Aware Traffic Simulation via Inverse Reinforcement Learning Guanjie Zheng, Hanyang Liu, Kai Xu, Zhenhui Li

ECML-PKDD 2020 Learning to Simulate on Sparse Trajectory Data Hua Wei, Chacha Chen, Chang Liu, Guanjie Zheng, Zhenhui Li

AAAI 2020 MetaLight: Value-Based Meta-Reinforcement Learning for Traffic Signal Control Xinshi Zang, Huaxiu Yao, Guanjie Zheng, Nan Xu, Kai Xu, Zhenhui Li

AAAI 2020 Toward a Thousand Lights: Decentralized Deep Reinforcement Learning for Large-Scale Traffic Signal Control Chacha Chen, Hua Wei, Nan Xu, Guanjie Zheng, Ming Yang, Yuanhao Xiong, Kai Xu, Zhenhui Li

AAAI 2019 Revisiting Spatial-Temporal Similarity: A Deep Learning Framework for Traffic Prediction Huaxiu Yao, Xianfeng Tang, Hua Wei, Guanjie Zheng, Zhenhui Li