Zixi Chen

3 papers · 2024–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14)

Venues

AAAI (1) ICML (1) NeurIPS (1)

Top co-authors

Christopher De Sa (1) Marc Finzi (1) Shikai Qiu (1) Xuhui Zhou (1) Andres Potapczynski (1) Jiaxu Zhou (1) Ruixun Zhang (1) Yumin Xu (1) Andrew Gordon Wilson (1) Jen-tse Huang (1)

Research topics

Artificial Intelligence (2) Machine Learning (2) Core AI (2) Optimization & Theory · Machine Learning (2) Deep Learning (1) Mathematics & Optimization (1) Application Areas (1) Architectures (1) Mathematics (1) Optimization (1) Optimization & Theory · Deep Learning (1) Techniques (1)

Keywords

model compression (1) structured matrix (1) neural network optimization (1) efficient computing (1) lyapunov function (1) stochastic approximation (1) polyak-ruppert averaging (1) bilevel optimization (1) convergence rate (1) language model (1) scaling law (1) mixture of expert (1) linear layer (1) compute-efficient scaling (1) multi-agent collaboration (1) exponential convergence (1) polynomial convergence (1) large language model (1) neural network (1) state-dependent noise (1)

Papers

Convergence Rate in a Nonlinear Two-Time-Scale Stochastic Approximation with State (Time)-Dependence AAAI 2025 On the Resilience of LLM-Based Multi-Agent Collaboration with Faulty Agents ICML 2025 Searching for Efficient Linear Layers over a Continuous Space of Structured Matrices NeurIPS 2024