Update

[Apr, 18, 2025] Our paper A Local Polyak-Łojasiewicz and Descent Lemma of Gradient Descent For Overparametrized Linear Models is accepted to TMLR !

[Feb, 26, 2025] Our paper Concept Lancet: Decomposing and Transplanting Representations for Diffusion-Based Image Editing is accepted to CVPR 2025 !

[Jan, 22, 2025] Our paper Understanding the Learning Dynamics of LoRA: A Gradient Flow Perspective on Low-Rank Adaptation in Matrix Factorization is accepted to AISTATS 2025 !

[Oct, 25, 2024] Our paper A Frequency Domain Analysis of Slow Coherency in Networked Systems is accepted to Automatica !

[May, 01, 2024] Our paper Can Implicit Bias Imply Adversarial Robustness? is accepted to ICML 2024 !

[Jan, 30, 2024] Our paper Oscillations-Aware Frequency Security Assessment via Efficient Worst-Case Frequency Nadir Computation is accepted to PSCC 2024 !

[Jan, 16, 2024] Our paper Early Neuron Alignment in Two-layer ReLU Networks with Small Initialization is accepted to ICLR 2024 !

[Nov, 16, 2023] I gave a talk on Early Neuron Alignment in Two-layer ReLU Networks with Small Initialization at the DeepMath Conference 2023 at Johns Hopkins University.

[Sep, 30, 2023] I attended the 2022 Mathematical and Scientific Foundations of Deep Learning Annual Meeting in New York City.

[Jul, 24, 2023] I attended ICML2023 at Honolulu, Hawaii.

[Jul, 21, 2023] I defended my Ph.D. Thesis.

[Jun, 16, 2023] I attended L4DC2023 at Penn.

[Jun, 01, 2023] I gave a presentation Spectral clustering and model reduction for weakly-connected coherent network systems at the 2023 American Control Conference.

[Apr, 25, 2023] Our paper On the Convergence of Gradient Flow on Multi-layer Linear Models is accepted to ICML 2023 !

[Mar, 15, 2023] Our paper Learning Coherent Clusters in Weakly-Connected Network Systems is accepted to L4DC 2023 !

[Jan, 30, 2023] Our paper Linear convergence of gradient descent for overparametrized finite width two-layer linear networks with general initialization is accepted to AISTATS 2023 !

[Jan, 20, 2023] I gave a talk Learning coherent clusters for modeling and analysis of power system dynamics at ROSEI Summit for Sustainable Energy Research at Johns Hopkins University.

[Jan, 07, 2023] Our paper Spectral clustering and model reduction for weakly-connected coherent network systems is accepted to ACC 2023 !

[Jan, 07, 2023] Our paper Learning to act safely with limited exposure and almost sure certainty is accepted to TAC !

[Sep, 30, 2022] I attended the 2022 Mathematical and Scientific Foundations of Deep Learning Annual Meeting in New York City.

[Jun, 30, 2022] I gave a talk on Convergence of overparametrized networks at the RSRG Seminar at the California Institute of Technology.

[Jun, 20, 2022] I attended the 4th Learning for Dynamics and Control Conference in Palo Alto, CA.

[Jun, 10, 2022] I gave a talk on Convergence of overparametrized networks at the semiautonomous seminar, University of Berkeley.

[Mar, 30, 2022] I gave a talk on Convergence of overparametrized networks during Spring 2022 MINDS Retreat.

[Mar, 07, 2022] Our paper Reinforcement learning with almost sure constraints is accepted to L4DC 2022

[Jan, 12, 2022] I gave a talk on convergence of overparametrized networks during 2022 TRIPODS Winter School & Workshop on Interplay between Artificial Intelligence and Dynamical Systems.

[Sep, 30, 2021] I attended the 2021 Mathematical and Scientific Foundations of Deep Learning Annual Meeting in New York City.

[Sep, 12, 2021] I gave a virtual presentation On the explicit role of initialization on the convergence and implicit bias of overparametrized linear networks during the 2021 THEORINET Retreat.

[Aug, 15, 2021] I passed the GBO Exam at ECE department at Hopkins.

[Jul, 12, 2021] I gave a virtual presentation On the explicit role of initialization on the convergence and implicit bias of overparametrized linear networks at the 2021 International Conference on Machine Learning.

[May, 12, 2021] I gave a virtual presentation Accurate Reduced-Order Models for Coherent Heterogeneous Generators at the 2021 American Control Conference.

[May, 07, 2021] My paper On the explicit role of initialization on the convergence and implicit bias of overparametrized linear networks accepted to ICML 2021 !

[Jan, 15, 2021] I received MINDS Spring Fellowship 2021.

[Nov, 07, 2020] My paper Accurate Reduced-Order Models for Coherent Heterogeneous Generators accepted to LCSS/ACC 2021 !

[Dec, 06, 2019] I gave a presentation Dynamics Concentration in Tightly-connected Networks at 2019 Conference on Decision and Control, Nice, France.

[Nov, 15, 2019] I received MINDS Spring Fellowship 2020.

[Jun, 07, 2019] My paper Dynamics Concentration in Tightly-connected Networks is accepted to CDC 2019 .

[Feb, 01, 2019] I passed the departmental qualifying exam at ECE at Hopkins.