Differentiable Prompt Learning for Vision Language Models - Zhenhan Huang; Tejaswini Pedapati; Pin-Yu Chen; Jianxi Gao (CoRR, 2025)

Inferring from Logits: Exploring Best Practices for Decoding-Free Generative Candidate Selection - Mingyu Derek Ma; Yanna Ding; Zijie Huang; Jianxi Gao; Yizhou Sun; Wei Wang (CoRR, 2025)

Modular Prompt Learning Improves Vision-Language Models - Zhenhan Huang; Tejaswini Pedapati; Pin-Yu Chen; Jianxi Gao (CoRR, 2025)

Forecasting Open-Weight AI Model Growth on Hugging Face - Kushal Raj Bhandari; Pin-Yu Chen; Jianxi Gao (CoRR, 2025)

Graph is all you need? Lightweight data-agnostic neural architecture search without training - Zhenhan Huang; Tejaswini Pedapati; Pin-Yu Chen; Chunheng Jiang; Jianxi Gao (CoRR, 2024)

Universal spatial inflation of human mobility - Lu Zhong; Lei Dong; Qi Wang; Chaoming Song; Jianxi Gao (CoRR, 2024)

On the Robustness of Language Models for Tabular Question Answering - Kushal Raj Bhandari; Sixue Xing; Soham Dan; Jianxi Gao (CoRR, 2024)

Spatio-Temporal Graphical Counterfactuals: An Overview - Mingyu Kang; Duxin Chen; Ziyuan Pu; Jianxi Gao; Wenwu Yu (CoRR, 2024)

Healthcare system resilience and adaptability to pandemic disruptions in the United States - Lu Zhong; Dimitri Lopez; Sen Pei; Jianxi Gao (CoRR, 2024)

Patient flow networks absorb healthcare stress during pandemic crises - Lu Zhong; Sen Pei; Jianxi Gao (CoRR, 2024)

Optimizing Waste Management with Advanced Object Detection for Garbage Classification - Everest Z. Kuang; Kushal Raj Bhandari; Jianxi Gao (CoRR, 2024)

Architecture-Aware Learning Curve Extrapolation via Graph Ordinary Differential Equation - Yanna Ding; Zijie Huang; Xiao Shou; Yihang Guo; Yizhou Sun; Jianxi Gao (CoRR, 2024)

Predicting Time Series of Networked Dynamical Systems without Knowing Topology - Yanna Ding; Zijie Huang; Malik Magdon-Ismail; Jianxi Gao (CoRR, 2024)

Reconstructing Sparse Multiplex Networks with Application to Covert Networks - Jin-Zhu Yu; Mincheng Wu; Gisela Bichler; Felipe Aros-Vera; Jianxi Gao (Entropy, 2023)

Percolation Theories for Quantum Networks - Xiangyi Meng; Xinqi Hu; Yu Tian; Gaogao Dong; Renaud Lambiotte; Jianxi Gao; Shlomo Havlin (Entropy, 2023)

Characterizing resilience of flood-disrupted dynamic transportation network through the lens of link reliability and stability - Shangjia Dong; Xinyu Gao; Ali Mostafavi; Jianxi Gao; Utkarsh Gangwal (Reliab. Eng. Syst. Saf., 2023)

Learning Network Dynamics from Noisy Steady States - Yanna Ding; Jianxi Gao; Malik Magdon-Ismail (Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2023, Kusadasi, Turkey, November 6-9, 2023, 2023)

Generalized dimension reduction approach for heterogeneous networked systems with time-delay - Cheng Ma; György Korniss; Boleslaw K. Szymanski; Jianxi Gao (CoRR, 2023)

A Network Observability Framework for Sensor Placement in Flood Control Networks to Improve Flood Situational Awareness and Risk Management - Hamed Farahmand; Xueming Liu; Shangjia Dong; Ali Mostafavi; Jianxi Gao (Reliab. Eng. Syst. Saf., 2022)

Dissecting lightning strike hazard impact patterns to National Airspace System facilities in the contiguous United States - Yiyi He; Xiangyu Yue; Sarah Lindbergh; Jianxi Gao; Chuck Graves; Jasenka Rakas (Comput. Environ. Urban Syst., 2022)

Neural Capacitance: A New Perspective of Neural Network Selection via Edge Dynamics - Chunheng Jiang; Tejaswini Pedapati; Pin-Yu Chen; Yizhou Sun; Jianxi Gao (CoRR, 2022)

Reconstructing Sparse Illicit Supply Networks: A Case Study of Multiplex Drug Trafficking Networks - Jin-Zhu Yu; Mincheng Wu; Gisela Bichler; Felipe Aros-Vera; Jianxi Gao (CoRR, 2022)

Bullwhip Effect of Supply Networks: Joint Impact of Network Structure and Market Demand - Jin-Zhu Yu; Chencheng Cai; Jianxi Gao (CoRR, 2022)

Polarization and tipping points - Michael W. Macy; Manqing Ma; Daniel R. Tabin; Jianxi Gao; Boleslaw K. Szymanski (Proc. Natl. Acad. Sci. USA, 2021)

Network Graph Based Neural Architecture Search - Zhenhan Huang; Chunheng Jiang; Pin-Yu Chen; Jianxi Gao (CoRR, 2021)

True Nonlinear Dynamics from Incomplete Networks - Chunheng Jiang; Jianxi Gao; Malik Magdon-Ismail (The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020, 2020)

Inferring Degrees from Incomplete Networks and Nonlinear Dynamics - Chunheng Jiang; Jianxi Gao; Malik Magdon-Ismail (Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, IJCAI 2020, 2020)

True Nonlinear Dynamics from Incomplete Networks - Chunheng Jiang; Jianxi Gao; Malik Magdon-Ismail (CoRR, 2020)

Inferring Degrees from Incomplete Networks and Nonlinear Dynamics - Chunheng Jiang; Jianxi Gao; Malik Magdon-Ismail (CoRR, 2020)

Heuristic assessment of the economic effects of pandemic control - Xiang Niu; Christopher Brissette; Chunheng Jiang; Jianxi Gao; György Korniss; Boleslaw K. Szymanski (CoRR, 2020)

A novel network control model for identifying personalized driver genes in cancer - Weifeng Guo; Shao-Wu Zhang; Tao Zeng; Yan Li; Jianxi Gao; Luonan Chen (PLoS Comput. Biol., 2019)

Modeling competitive evolution of multiple languages - Zejie Zhou; Boleslaw K. Szymanski; Jianxi Gao (CoRR, 2019)

Designing pinning network controllability for interdependent dynamical networks - Rasoul Rajaei; Abdolmahdi Bagheri; Amin Ramezani; Sean P. Cornelius; Jianxi Gao (2018 Annual American Control Conference, ACC 2018, Milwaukee, WI, USA, June 27-29, 2018, 2018)

The Co-Evolution Model for Social Network Evolving and Opinion Migration - Yupeng Gu; Yizhou Sun; Jianxi Gao (Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13 - 17, 2017, 2017)

Study on robust H\(_\(∞\)\) filtering in networked environments - Yunze Cai; Li Xu; Jianxi Gao; Xiaoming Xu (Int. J. Autom. Comput., 2011)

Robustness of a Tree-like Network of Interdependent Networks - Jianxi Gao; Sergey V. Buldyrev; Shlomo Havlin; Harry Eugene Stanley (CoRR, 2011)

Robustness of interdependent networks under targeted attack - Xuqing Huang; Jianxi Gao; Sergey V. Buldyrev; Shlomo Havlin; Harry Eugene Stanley (CoRR, 2010)

Robustness of a Network of Networks - Jianxi Gao; Sergey V. Buldyrev; Shlomo Havlin; Harry Eugene Stanley (CoRR, 2010)

An Approach to Enhance Convergence Efficiency of Self-propelled Agent System - Jianxi Gao; Zhuo Chen; Yunze Cai; Xiaoming Xu (Complex Sciences, First International Conference, Complex 2009, Shanghai, China, February 23-25, 2009. Revised Papers, Part 2, 2009)

Evolutionary Prisoner's Dilemma Game in Flocks - Zhuo Chen; Jianxi Gao; Yunze Cai; Xiaoming Xu (Complex Sciences, First International Conference, Complex 2009, Shanghai, China, February 23-25, 2009. Revised Papers, Part 2, 2009)