conftrace_

Tianxiang Gao

4 papers · 2020–2025 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (3) 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

ICLR (2) AAAI (1) NIPS (1)

Top co-authors

Hongyang Gao (3) Hailiang Liu (3) Siyuan Sun (1) Hridesh Rajan (1) Jia Liu (1) Junier Oliva (1) Yang Li (1) Xiaokai Huo (1)

Keywords

contrastive learning (1) gaussian process (1) novelty detection (1) generative model (1) latent space (1) infinite width (1) non-parametric method (1) flow model (1) kernel methods (1) neural network (1) neighborhood information (1) deep equilibrium (1)

Papers

Global Convergence in Neural ODEs: Impact of Activation Functions ICLR 2025 Wide Neural Networks as Gaussian Processes: Lessons from Deep Equilibrium Models NIPS 2023 A global convergence theory for deep ReLU implicit networks via over-parameterization ICLR 2022 A Forest from the Trees: Generation through Neighborhoods AAAI 2020