Jianxi Gao

58 papers A* 5B 1C 1Misc 2Journal 45Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
From Static Templates to Dynamic Runtime Graphs: A Survey of Workflow Optimization for LLM Agents.
CoRR
Ling Yue, Kushal Raj Bhandari, Ching-Yun Ko, Dhaval Patel, Shuxin Lin, Nianjun Zhou, Jianxi Gao, Pin-Yu Chen, Shaowu Pan
2026 J jnl
From flood-prone to flood-ready: The restoration-adaptation interplay in building resilient multimodal transport networks.
Reliab. Eng. Syst. Saf.
Chunhong Li, Bin Jia, Weiping Wang, Jianxi Gao, Albert Solé-Ribalta, Javier Borge-Holthoefer
2026 J jnl
Spatio-temporal graphical counterfactuals: an overview.
Sci. China Inf. Sci.
Mingyu Kang, Duxin Chen, Ziyuan Pu, Jianxi Gao, Wenwu Yu
2025 J jnl
Advancing network resilience theories with symbolized reinforcement learning.
CoRR
Yu Zheng, Jingtao Ding, Depeng Jin, Jianxi Gao, Yong Li
2025 A* conf
Architecture-Aware Learning Curve Extrapolation via Graph Ordinary Differential Equation.
AAAI
Yanna Ding, Zijie Huang, Xiao Shou, Yihang Guo, Yizhou Sun, Jianxi Gao
2025 — conf
Artificial Intelligence for Complex Network: Potential, Methodology and Application.
WWW (Companion Volume)
Jingtao Ding, Yu Zheng, Huandong Wang, Carlo Vittorio Cannistraci, Jianxi Gao, Yong Li, Chuan Shi
2025 J jnl
CRAFT: Training-Free Cascaded Retrieval for Tabular QA.
CoRR
Adarsh Singh, Kushal Raj Bhandari, Jianxi Gao, Soham Dan, Vivek Gupta
2025 A* conf
Differentiable Prompt Learning for Vision Language Models.
IJCAI
Zhenhan Huang, Tejaswini Pedapati, Pin-Yu Chen, Jianxi Gao
2025 J jnl
Differentiable Prompt Learning for Vision Language Models.
CoRR
Zhenhan Huang, Tejaswini Pedapati, Pin-Yu Chen, Jianxi Gao
2025 Misc conf
Epigraph Based Multilevel Optimization (EMO) for Enhancing Chain-of-Thought Reasoning Capabilities.
ICASSP
Songtao Lu, Yanna Ding, Lior Horesh, Jianxi Gao, Malik Magdon-Ismail
2025 J jnl
Exploring the Robustness of Language Models for Tabular Question Answering via Attention Analysis.
Trans. Mach. Learn. Res.
Kushal Raj Bhandari, Sixue Xing, Soham Dan, Jianxi Gao
2025 J jnl
Forecasting Open-Weight AI Model Growth on Hugging Face.
CoRR
Kushal Raj Bhandari, Pin-Yu Chen, Jianxi Gao
2025 J jnl
Gradient Flow Matching for Learning Update Dynamics in Neural Network Training.
CoRR
Xiao Shou, Yanna Ding, Jianxi Gao
2025 — conf
Inferring from Logits: Exploring Best Practices for Decoding-Free Generative Candidate Selection.
ACL (1)
Mingyu Derek Ma, Yanna Ding, Zijie Huang, Jianxi Gao, Yizhou Sun, Wei Wang
2025 J jnl
Inferring from Logits: Exploring Best Practices for Decoding-Free Generative Candidate Selection.
CoRR
Mingyu Derek Ma, Yanna Ding, Zijie Huang, Jianxi Gao, Yizhou Sun, Wei Wang
2025 J jnl
Language Models Are Good Tabular Learners.
Trans. Mach. Learn. Res.
Zhenhan Huang, Kavitha Srinivas, Horst Samulowitz, Niharika S. D'Souza, Charu C. Aggarwal, Pin-Yu Chen, Jianxi Gao
2025 J jnl
Less is More: Efficient Weight Farcasting with 1-Layer Neural Network.
CoRR
Xiao Shou, Debarun Bhattacharjya, Yanna Ding, Chen Zhao, Rui Li, Jianxi Gao
2025 Misc conf
Modular Prompt Learning Improves Vision-Language Models.
ICASSP
Zhenhan Huang, Tejaswini Pedapati, Pin-Yu Chen, Jianxi Gao
2025 J jnl
Modular Prompt Learning Improves Vision-Language Models.
CoRR
Zhenhan Huang, Tejaswini Pedapati, Pin-Yu Chen, Jianxi Gao
2025 J jnl
Optimality and NP-Hardness of Transformers in Learning Markovian Dynamical Functions.
CoRR
Yanna Ding, Songtao Lu, Yingdong Lu, Tomasz Nowicki, Jianxi Gao
2025 J jnl
Quantifying extreme failure scenarios in transportation systems with graph learning.
Patterns
Mingxue Guo, Tingting Zhao, Jianxi Gao, Xin Meng, Ziyou Gao
2025 J jnl
Unraveling the cognitive patterns of Large Language Models through module communities.
CoRR
Kushal Raj Bhandari, Pin-Yu Chen, Jianxi Gao
2024 J jnl
Architecture-Aware Learning Curve Extrapolation via Graph Ordinary Differential Equation.
CoRR
Yanna Ding, Zijie Huang, Xiao Shou, Yihang Guo, Yizhou Sun, Jianxi Gao
2024 J jnl
Graph is all you need? Lightweight data-agnostic neural architecture search without training.
CoRR
Zhenhan Huang, Tejaswini Pedapati, Pin-Yu Chen, Chunheng Jiang, Jianxi Gao
2024 J jnl
Healthcare system resilience and adaptability to pandemic disruptions in the United States.
CoRR
Lu Zhong, Dimitri Lopez, Sen Pei, Jianxi Gao
2024 J jnl
On the Robustness of Language Models for Tabular Question Answering.
CoRR
Kushal Raj Bhandari, Sixue Xing, Soham Dan, Jianxi Gao
2024 J jnl
Optimizing Waste Management with Advanced Object Detection for Garbage Classification.
CoRR
Everest Z. Kuang, Kushal Raj Bhandari, Jianxi Gao
2024 J jnl
Patient flow networks absorb healthcare stress during pandemic crises.
CoRR
Lu Zhong, Sen Pei, Jianxi Gao
2024 J jnl
Predicting Time Series of Networked Dynamical Systems without Knowing Topology.
CoRR
Yanna Ding, Zijie Huang, Malik Magdon-Ismail, Jianxi Gao
2024 J jnl
Spatio-Temporal Graphical Counterfactuals: An Overview.
CoRR
Mingyu Kang, Duxin Chen, Ziyuan Pu, Jianxi Gao, Wenwu Yu
2024 J jnl
Universal spatial inflation of human mobility.
CoRR
Lu Zhong, Lei Dong, Qi Wang, Chaoming Song, Jianxi Gao
2023 J jnl
Characterizing resilience of flood-disrupted dynamic transportation network through the lens of link reliability and stability.
Reliab. Eng. Syst. Saf.
Shangjia Dong, Xinyu Gao, Ali Mostafavi, Jianxi Gao, Utkarsh Gangwal
2023 J jnl
Generalized dimension reduction approach for heterogeneous networked systems with time-delay.
CoRR
Cheng Ma, György Korniss, Boleslaw K. Szymanski, Jianxi Gao
2023 B conf
Learning Network Dynamics from Noisy Steady States.
ASONAM
Yanna Ding, Jianxi Gao, Malik Magdon-Ismail
2023 J jnl
Percolation Theories for Quantum Networks.
Entropy
Xiangyi Meng, Xinqi Hu, Yu Tian, Gaogao Dong, Renaud Lambiotte, Jianxi Gao, Shlomo Havlin
2023 J jnl
Reconstructing Sparse Multiplex Networks with Application to Covert Networks.
Entropy
Jin-Zhu Yu, Mincheng Wu, Gisela Bichler, Felipe Aros-Vera, Jianxi Gao
2022 J jnl
A Network Observability Framework for Sensor Placement in Flood Control Networks to Improve Flood Situational Awareness and Risk Management.
Reliab. Eng. Syst. Saf.
Hamed Farahmand, Xueming Liu, Shangjia Dong, Ali Mostafavi, Jianxi Gao
2022 J jnl
Bullwhip Effect of Supply Networks: Joint Impact of Network Structure and Market Demand.
CoRR
Jin-Zhu Yu, Chencheng Cai, Jianxi Gao
2022 J jnl
Dissecting lightning strike hazard impact patterns to National Airspace System facilities in the contiguous United States.
Comput. Environ. Urban Syst.
Yiyi He, Xiangyu Yue, Sarah Lindbergh, Jianxi Gao, Chuck Graves, Jasenka Rakas
2022 J jnl
Neural Capacitance: A New Perspective of Neural Network Selection via Edge Dynamics.
CoRR
Chunheng Jiang, Tejaswini Pedapati, Pin-Yu Chen, Yizhou Sun, Jianxi Gao
2022 J jnl
Reconstructing Sparse Illicit Supply Networks: A Case Study of Multiplex Drug Trafficking Networks.
CoRR
Jin-Zhu Yu, Mincheng Wu, Gisela Bichler, Felipe Aros-Vera, Jianxi Gao
2021 J jnl
Network Graph Based Neural Architecture Search.
CoRR
Zhenhan Huang, Chunheng Jiang, Pin-Yu Chen, Jianxi Gao
2021 J jnl
Polarization and tipping points.
Proc. Natl. Acad. Sci. USA
Michael W. Macy, Manqing Ma, Daniel R. Tabin, Jianxi Gao, Boleslaw K. Szymanski
2020 J jnl
Heuristic assessment of the economic effects of pandemic control.
CoRR
Xiang Niu, Christopher Brissette, Chunheng Jiang, Jianxi Gao, György Korniss, Boleslaw K. Szymanski
2020 A* conf
Inferring Degrees from Incomplete Networks and Nonlinear Dynamics.
IJCAI
Chunheng Jiang, Jianxi Gao, Malik Magdon-Ismail
2020 J jnl
Inferring Degrees from Incomplete Networks and Nonlinear Dynamics.
CoRR
Chunheng Jiang, Jianxi Gao, Malik Magdon-Ismail
2020 A* conf
True Nonlinear Dynamics from Incomplete Networks.
AAAI
Chunheng Jiang, Jianxi Gao, Malik Magdon-Ismail
2020 J jnl
True Nonlinear Dynamics from Incomplete Networks.
CoRR
Chunheng Jiang, Jianxi Gao, Malik Magdon-Ismail
2019 J jnl
A novel network control model for identifying personalized driver genes in cancer.
PLoS Comput. Biol.
Weifeng Guo, Shao-Wu Zhang, Tao Zeng, Yan Li, Jianxi Gao, Luonan Chen
2019 J jnl
Modeling competitive evolution of multiple languages.
CoRR
Zejie Zhou, Boleslaw K. Szymanski, Jianxi Gao
2018 C conf
Designing pinning network controllability for interdependent dynamical networks.
ACC
Rasoul Rajaei, Abdolmahdi Bagheri, Amin Ramezani, Sean P. Cornelius, Jianxi Gao
2017 A* conf
The Co-Evolution Model for Social Network Evolving and Opinion Migration.
KDD
Yupeng Gu, Yizhou Sun, Jianxi Gao
2011 J jnl
Robustness of a Tree-like Network of Interdependent Networks
CoRR
Jianxi Gao, Sergey V. Buldyrev, Shlomo Havlin, Harry Eugene Stanley
2011 J jnl
Study on robust H
Int. J. Autom. Comput.
Yunze Cai, Li Xu, Jianxi Gao, Xiaoming Xu
2010 J jnl
Robustness of a Network of Networks
CoRR
Jianxi Gao, Sergey V. Buldyrev, Shlomo Havlin, Harry Eugene Stanley
2010 J jnl
Robustness of interdependent networks under targeted attack
CoRR
Xuqing Huang, Jianxi Gao, Sergey V. Buldyrev, Shlomo Havlin, Harry Eugene Stanley
2009 — conf
An Approach to Enhance Convergence Efficiency of Self-propelled Agent System.
Complex (2)
Jianxi Gao, Zhuo Chen, Yunze Cai, Xiaoming Xu
2009 — conf
Evolutionary Prisoner's Dilemma Game in Flocks.
Complex (2)
Zhuo Chen, Jianxi Gao, Yunze Cai, Xiaoming Xu