JZ
Jinhua Zhao
cs.LGcs.AIcs.CVstat.APcs.CYcs.SIecon.GNq-fin.ECmath.OCcs.CL
On Valency
published · living versionsW_epd9fz8w·v1 · currentpublished
AgenticCity-Bench: Longitudinal Multimodal Observations of Urban Dynamics with Agentic Reasoning
with Xiaofei Yu, Kailai Sun, Yanyu Mao, Baoshen Guo +5
1 version
Preprints & journals
102 papers in the corpus · 2016–2026Understanding Interfirm AI Talent Flow Networks through Online Professional Profiles2610.08264v1 · Donghang Li, Yunhan Zheng, Alok Prakash et al.2026 · 0 citationsarXiv
Evolving in Thought Space: Training a Small Model at Test Time Unlocks Better Discoveries2610.06269v2 · Chonghe Jiang, Ao Qu, Siyuan Liu et al.2026 · 0 citationsarXiv
PileBelief: Persistent Physical State for Interaction-Driven World Modeling2609.22858v1 · Hongyi Lin, Song Zhang, Haiquan Liu et al.2026 · 0 citationsarXiv
VeriFuse: Bounded Vision-Language Arbitration and Reason-Guided Refinement for Cooperative 3D Perception2609.21323v1 · Hongyi Lin, Yiyao Liu, Qi Kang et al.2026 · 0 citationsarXiv
EarthVerse: Benchmarking Scientific Agents Across Dynamic Earth Systems and Natural Hazards2608.23525v1 · Zhiqing Cui, Xinxiang Yin, Yihong Tang et al.2026 · 0 citationsarXiv
BASeg: Boundary-Aware Remote Sensing Segmentation with Structural Penalties2608.15683v1 · Yuexi Song, Kailai Sun, Zhuoyu Wang et al.2026 · 0 citationsarXiv
Rethinking Foundation Model Collaboration: Enhancing Specialized Models through Proxy Task Reasoning2606.31157v1 · Hongyi Lin, Yang Liu, Jinhua Zhao et al.2026 · 0 citationsarXiv
Public transit gains and spatially uneven travel demand changes after NYC congestion pricing2606.17530v1 · Donghang Li, Dingyi Zhuang, Yunlin Li et al.2026 · 0 citationsarXiv
FrontierOR: Benchmarking LLMs' Capacity for Efficient Algorithm Design in Large-Scale Optimization2605.25246v3 · Minwei Kong, Chonghe Jiang, Ao Qu et al.2026 · 0 citationsarXiv
SENSE: Satellite-based ENergy Synthesis for Sustainable Environment2605.18101v1 · Kailai Sun, Mingyi He, Heye Huang et al.2026 · 0 citationsarXiv
TailedTS: Benchmark Dataset for Heavy-Tailed Time Series Prediction and Periodicity Quantification2605.16361v1 · Xinyu Chen, HanQin Cai, Lijun Ding et al.2026 · 0 citationsarXiv
Remote work expands pathways to upward career mobility2605.01268v1 · Yunhan Zheng, Jinhua Zhao2026 · 0 citationsarXiv
CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery2604.01658v3 · Ao Qu, Han Zheng, Zijian Zhou et al.2026 · 0 citationsarXiv
Envisioning global urban development with satellite imagery and generative AI2603.26831v1 · Kailai Sun, Yuebing Liang, Mingyi He et al.2026 · 0 citationsarXiv
Risk-Controllable Multi-View Diffusion for Driving Scenario Generation2603.11534v2 · Hongyi Lin, Wenxiu Shi, Heye Huang et al.2026 · 0 citationsProceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2026
RAST-MoE-RL: A Regime-Aware Spatio-Temporal MoE Framework for Deep Reinforcement Learning in Ride-Hailing2512.13727v2 · Yuhan Tang, Kangxin Cui, Jung Ho Park et al.2025 · 0 citationsICML 2026
Learning from Risk: LLM-Guided Generation of Safety-Critical Scenarios with Prior Knowledge2511.20726v1 · Yuhang Wang, Heye Huang, Zhenhua Xu et al.2025 · 1 citationarXiv
AlphaOPT: Formulating Optimization Programs with Self-Improving LLM Experience Library2510.18428v4 · Minwei Kong, Ao Qu, Xiaotong Guo et al.2025 · 1 citationarXiv
HugAgent: A Human Simulation Benchmark for Individual-Level Reasoning2510.15144v4 · Chance Jiajie Li, Zhenze Mo, Yuhan Tang et al.2025 · 0 citationsarXiv
From Patchwork to Network: A Comprehensive Framework for Demand Analysis and Fleet Optimization of Urban Air Mobility2510.04186v4 · Xuan Jiang, Xuanyu Zhou, Yibo Zhao et al.2025 · 0 citationsarXiv
Dynamic Autoregressive Tensor Factorization for Pattern Discovery of Spatiotemporal Systems.40465431 · Chen, Xinyu, Zhuang, Dingyi, Cai, HanQin et al.2025 · 2 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;47(10):8524-8537
ClassMind: Scaling Classroom Observation and Instructional Feedback with Multimodal AI2509.18020v1 · Ao Qu, Yuxi Wen, Jiayi Zhang et al.2025 · 1 citationarXiv
Deploying Robust Decision Support Systems for Transit Headway Control: Rider Impacts, Human Factors and Recommendations for Scalability2509.08231v1 · Joseph Rodriguez, Haris N. Koutsopoulos, Jinhua Zhao2025 · 0 citationsarXiv
Closed-Circuit Television Data as an Emergent Data Source for Urban Rail Platform Crowding Estimation2508.03749v2 · Riccardo Fiorista, Awad Abdelhalim, Anson F. Stewart et al.2025 · 0 citationsarXiv
Data-Driven Discovery of Mobility Periodicity for Understanding Urban Systems2508.03747v2 · Xinyu Chen, Qi Wang, Yunhan Zheng et al.2025 · 0 citationsarXiv
SOD-YOLO: Enhancing YOLO-Based Detection of Small Objects in UAV Imagery2507.12727v1 · Peijun Wang, Jinhua Zhao2025 · 2 citationsarXiv
Leveraging the Spatial Hierarchy: Coarse-to-fine Trajectory Generation via Cascaded Hybrid Diffusion2507.13366v1 · Baoshen Guo, Zhiqing Hong, Junyi Li et al.2025 · 1 citationarXiv
Robust Vehicle Rebalancing with Deep Uncertainty in Autonomous Mobility-on-Demand Systems2507.04520v1 · Xinling Li, Xiaotong Guo, Qingyi Wang et al.2025 · 1 citationarXiv
Interpretable Time Series Autoregression for Periodicity Quantification2506.22895v2 · Xinyu Chen, Vassilis Digalakis Jr, Lijun Ding et al.2025 · 0 citationsarXiv
MEM1: Learning to Synergize Memory and Reasoning for Efficient Long-Horizon Agents2506.15841v2 · Zijian Zhou, Ao Qu, Zhaoxuan Wu et al.2025 · 1 citationarXiv
Reproducibility in the Control of Autonomous Mobility-on-Demand Systems2506.07345v2 · Xinling Li, Meshal Alharbi, Daniele Gammelli et al.2025 · 1 citationarXiv
Simulating Society Requires Simulating Thought2506.06958v3 · Chance Jiajie Li, Jiayi Wu, Zhenze Mo et al.2025 · 1 citationarXiv
From Street Views to Urban Science: Discovering Road Safety Factors with Multimodal Large Language Models2506.02242v2 · Yihong Tang, Ao Qu, Xujing Yu et al.2025 · 4 citationsarXiv
Generative AI for Urban Design: A Stepwise Approach Integrating Human Expertise with Multimodal Diffusion Models2505.24260v1 · Mingyi He, Yuebing Liang, Shenhao Wang et al.2025 · 2 citationsarXiv
Trajectory-Integrated Accessibility Analysis of Public Electric Vehicle Charging Stations2505.12145v2 · Yi Ju, Jiaman Wu, Zhihan Su et al.2025 · 6 citationsarXiv
Generative AI for Urban Planning: Synthesizing Satellite Imagery via Diffusion Models2505.08833v1 · Qingyi Wang, Yuebing Liang, Yunhan Zheng et al.2025 · 29 citationsarXiv
Robo-Taxi Fleet Coordination with Accelerated High-Capacity Ridepooling2505.07776v4 · Xinling Li, Daniele Gammelli, Alex Wallar et al.2025 · 0 citationsarXiv
Reimagining Urban Science: Scaling Causal Inference with Large Language Models2504.12345v3 · Yutong Xia, Ao Qu, Yunhan Zheng et al.2025 · 0 citationsarXiv
Analyzing sequential activity and travel decisions with interpretable deep inverse reinforcement learning2503.12761v1 · Yuebing Liang, Shenhao Wang, Jiangbo Yu et al.2025 · 3 citationsarXiv
The effect of remote work on urban transportation emissions: evidence from 141 cities2503.00422v1 · Sophia Shen, Xinyi Wang, Nicholas Caros et al.2025 · 3 citationsarXiv
Mitigating Spatial Disparity in Urban Prediction Using Residual-Aware Spatiotemporal Graph Neural Networks: A Chicago Case Study2501.11214v1 · Dingyi Zhuang, Hanyong Xu, Xiaotong Guo et al.2025 · 1 citationarXiv
Virtual Nodes Improve Long-term Traffic Prediction2501.10048v1 · Xiaoyang Cao, Dingyi Zhuang, Jinhua Zhao et al.2025 · 0 citationsarXiv
Modular Conversational Agents for Surveys and Interviews2412.17049v2 · Jiangbo Yu, Jinhua Zhao, Luis Miranda-Moreno et al.2024 · 1 citationarXiv
Sparkle: Mastering Basic Spatial Capabilities in Vision Language Models Elicits Generalization to Spatial Reasoning2410.16162v4 · Yihong Tang, Ao Qu, Zhaokai Wang et al.2024 · 1 citationarXiv
GETS: Ensemble Temperature Scaling for Calibration in Graph Neural Networks2410.09570v2 · Dingyi Zhuang, Chonghe Jiang, Yunhan Zheng et al.2024 · 0 citationsarXiv
SAUC: Sparsity-Aware Uncertainty Calibration for Spatiotemporal Prediction with Graph Neural Networks2409.08766v1 · Dingyi Zhuang, Yuheng Bu, Guang Wang et al.2024 · 5 citationsarXiv
Effects of electric vehicle charging stations on the economic vitality of local businesses.39231925 · Zheng, Yunhan, Keith, David R, Wang, Shenhao et al.2024 · 64 citationsNature communications. 2024;15(1):7437
Correlating Time Series with Interpretable Convolutional Kernels2409.01362v1 · Xinyu Chen, HanQin Cai, Fuqiang Liu et al.2024 · 4 citationsarXiv
Advancing Transportation Mode Share Analysis with Built Environment: Deep Hybrid Models with Urban Road Network2405.14079v1 · Dingyi Zhuang, Qingyi Wang, Yunhan Zheng et al.2024 · 0 citationsarXiv
Design of Transit-Centric Multimodal Urban Mobility System with Autonomous Mobility-on-Demand2404.05885v1 · Xiaotong Guo, Jinhua Zhao2024 · 2 citationsarXiv
Career total: 335 works. 102 are in this corpus.Showing the 50 most recent.
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