Mutual Information and Information Gating in Synfire Chains. - Zhuocheng Xiao; Binxu Wang; Andrew T. Sornborger; Louis Tao (Entropy, 2018)

A Mechanism for Synaptic Copy Between Neural Circuits. - Yuxiu Shao; Binxu Wang; Andrew T. Sornborger; Louis Tao (Neural Comput., 2019)

Weakly Supervised Object Localization Using Self-Paced Pyramid Adversarial Learning. - Fucheng Pan; Beilei Bian; Binxu Wang; Yueping Yang; Xiaoming Ju (IJCNN, 2020)

A Geometric Analysis of Deep Generative Image Models and Its Applications. - Binxu Wang; Carlos R. Ponce (ICLR, 2021)

The Geometry of Deep Generative Image Models and its Applications. - Binxu Wang; Carlos R. Ponce (CoRR, 2021)

On the use of Cortical Magnification and Saccades as Biological Proxies for Data Augmentation. - Binxu Wang; David Mayo; Arturo Deza; Andrei Barbu; Colin Conwell (CoRR, 2021)

High-performance evolutionary algorithms for online neuron control. - Binxu Wang; Carlos R. Ponce (GECCO, 2022)

On the level sets and invariance of neural tuning landscapes. - Binxu Wang; Carlos R. Ponce (NeurReps, 2022)

Diffusion Models Generate Images Like Painters: an Analytical Theory of Outline First, Details Later. - Binxu Wang; John J. Vastola (CoRR, 2023)

The Hidden Linear Structure in Score-Based Models and its Application. - Binxu Wang; John J. Vastola (CoRR, 2023)

Diverse capability and scaling of diffusion and auto-regressive models when learning abstract rules. - Binxu Wang; Jiaqi Shang; Haim Sompolinsky (CoRR, 2024)

The Unreasonable Effectiveness of Gaussian Score Approximation for Diffusion Models and its Applications. - Binxu Wang; John J. Vastola (Trans. Mach. Learn. Res., 2024)

Archetypal SAE: Adaptive and Stable Dictionary Learning for Concept Extraction in Large Vision Models. - Thomas Fel; Ekdeep Singh Lubana; Jacob S. Prince; Matthew Kowal; Victor Boutin; Isabel Papadimitriou; Binxu Wang; Martin Wattenberg; Demba E. Ba; Talia Konkle (CoRR, 2025)

An Analytical Theory of Power Law Spectral Bias in the Learning Dynamics of Diffusion Models. - Binxu Wang (CoRR, 2025)