GZ
Guanjie Zheng
cs.LGcs.AIstat.MLcs.CLcs.CVGroundwaterWater Pollutants, Chemicalartificial intelligencecs.DBcs.IR
On Valency
published · living versionsW_jthpwsw5·v1 · currentpublished
PICA-WAM: Visual Perturbation Invariance via Cross-Appearance Self-Alignment in World Action Models
with Yude Zou, Yifei Yao, Guanbo Jiao, Jianming Ma +1
1 version
Preprints & journals
23 papers in the corpus · 2018–2026PICA-WAM: Visual Perturbation Invariance via Cross-Appearance Self-Alignment in World Action Models2610.26813v1 · Yude Zou, Yifei Yao, Guanbo Jiao et al.2026 · 0 citationsarXivon Valency
GeoFlow: Geo-Aware Modeling of Inter-Area Relationships in Origin-Destination Flow Prediction and Generation2607.05257v1 · Zherui Huang, Guanjie Zheng, Hao Xue et al.2026 · 0 citationsarXiv
A Survey of Reinforcement Learning for Large Language Models under Data Scarcity: Challenges and Solutions2604.17312v1 · Zhiyin Yu, Yuchen Mou, Juncheng Yan et al.2026 · 0 citationsarXiv
InfBaGel: Human-Object-Scene Interaction Generation with Dynamic Perception and Iterative Refinement2604.04843v1 · Yude Zou, Junji Gong, Xing Gao et al.2026 · 0 citationsarXiv
Scientists' First Exam: Probing Cognitive Abilities of MLLM via Perception, Understanding, and Reasoning2506.10521v6 · Yuhao Zhou, Yiheng Wang, Xuming He et al.2025 · 2 citationsarXiv
Sm-Nd Isotope Data Compilation from Geoscientific Literature Using an Automated Tabular Extraction Method.39900585 · Guo, Zhixin, Wang, Tao, Wang, Chaoyang et al.2025 · 2 citationsScientific data. 2025;12(1):203
MetaCity: Data-driven sustainable development of complex cities.39991486 · Zhang, Yunke, Lin, Yuming, Zheng, Guanjie et al.2025 · 24 citationsInnovation (Cambridge (Mass.)). 2025;6(2):100775
UMGAD: Unsupervised Multiplex Graph Anomaly Detection2411.12556v4 · Xiang Li, Jianpeng Qi, Zhongying Zhao et al.2024 · 4 citations2025 IEEE 41st International Conference on Data Engineering (ICDE), pages: 3724-3737
CMamba: Channel Correlation Enhanced State Space Models for Multivariate Time Series Forecasting2406.05316v3 · Chaolv Zeng, Zhanyu Liu, Guanjie Zheng et al.2024 · 1 citationarXiv
CondTSF: One-line Plugin of Dataset Condensation for Time Series Forecasting2406.02131v4 · Jianrong Ding, Zhanyu Liu, Guanjie Zheng et al.2024 · 4 citationsarXiv
Towards Controlled Table-to-Text Generation with Scientific Reasoning2312.05402v1 · Zhixin Guo, Jianping Zhou, Jiexing Qi et al.2023 · 2 citationsarXiv
Uncertainty-aware Traffic Prediction under Missing Data2309.06800v5 · Hao Mei, Junxian Li, Zhiming Liang et al.2023 · 14 citationsarXiv
Objective-aware Traffic Simulation via Inverse Reinforcement Learning2105.09560v3 · Guanjie Zheng, Hanyang Liu, Kai Xu et al.2021 · 11 citationsIJCAI 2021
Learning to Route via Theory-Guided Residual Network2105.08279v2 · Chang Liu, Guanjie Zheng, Zhenhui Li2021 · 3 citationsarXiv
Detecting anomalous methane in groundwater within hydrocarbon production areas across the United States.34062403 · Wen, Tao, Liu, Mengqi, Woda, Josh et al.2021 · 27 citationsWater research. 2021;200:117236
Learning to Simulate on Sparse Trajectory Data2103.11845v1 · Hua Wei, Chacha Chen, Chang Liu et al.2021 · 16 citationsarXiv
GeneraLight: Improving Environment Generalization of Traffic Signal Control via Meta Reinforcement Learning2009.08052v1 · Chang Liu, Huichu Zhang, Weinan Zhang et al.2020 · 56 citationsarXiv
Targeted Source Detection for Environmental Data1908.11056v1 · Guanjie Zheng, Mengqi Liu, Tao Wen et al.2019 · 0 citationsarXiv
Diagnosing Reinforcement Learning for Traffic Signal Control1905.04716v1 · Guanjie Zheng, Xinshi Zang, Nan Xu et al.2019 · 83 citationsarXiv
Learning Phase Competition for Traffic Signal Control1905.04722v1 · Guanjie Zheng, Yuanhao Xiong, Xinshi Zang et al.2019 · 269 citationsarXiv
A Survey on Traffic Signal Control Methods1904.08117v3 · Hua Wei, Guanjie Zheng, Vikash Gayah et al.2019 · 209 citationsarXiv
Big Groundwater Data Sets Reveal Possible Rare Contamination Amid Otherwise Improved Water Quality for Some Analytes in a Region of Marcellus Shale Development.29783843 · Wen, Tao, Niu, Xianzeng, Gonzales, Matthew et al.2019 · 67 citationsEnvironmental science & technology. 2018;52(12):7149-7159
Revisiting Spatial-Temporal Similarity: A Deep Learning Framework for Traffic Prediction1803.01254v2 · Huaxiu Yao, Xianfeng Tang, Hua Wei et al.2018 · 847 citationsarXiv
Career total: 52 works. 23 are in this corpus.
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