conftrace_

Richeng Jin

4 papers · 2022–2025 · 3 conferences · across top CS/AI conferences

Achievements

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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (12)

Conferences

ICML (2) ICLR (1) NIPS (1)

Top co-authors

Huaiyu Dai (4) Md Farhamdur Reza (1) Zhaoyang Zhang (1) Kai Yue (1) Dror Baron (1) Tony Quek (1) Tianfu Wu (1) caijun zhong (1) Zhonggen Su (1) Ryan Pilgrim (1)

Keywords

federated learning (2) neural tangent kernel (1) communication efficiency (1) communication compression (1) statistical heterogeneity (1) distributed mean estimation (1) privacy amplification (1) jacobian matrix (1) f-differential privacy (1)

Papers

GSBA$^K$: $top$-$K$ Geometric Score-based Black-box Attack ICLR 2025 Noisy SIGNSGD Is More Differentially Private Than You (Might) Think ICML 2025 Breaking the Communication-Privacy-Accuracy Tradeoff with $f$-Differential Privacy NIPS 2023 Neural Tangent Kernel Empowered Federated Learning ICML 2022