Xinyi Wan

5 papers · 2024–2026 · 5 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 · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (16)

Venues

ACL (1) ICLR (1) ICML (1) NeurIPS (1) NSDI (1)

Top co-authors

Min Lin (3) Penghui Qi (3) Guangxing Huang (2) Jialin Li (2) Chao Bi (1) Ziji Shi (1) Kaiwen Zheng (1) Nyamdavaa Amar (1) Meng Luo (1) Chaoyi Ruan (1)

Research topics

Artificial Intelligence (4) Machine Learning (4) Application Areas (4) Core AI (4) Optimization & Theory · Machine Learning (3) Computer Science (1) Deep Learning (1) Natural Language Processing (1) Applications (1) Optimization & Theory · Deep Learning (1) Systems (1)

Keywords

large language model (3) pipeline parallelism (3) activation memory (2) throughput optimization (2) distributed training (2) memory optimization (1) vector index (1) semantic retrieval (1) evidence retrieval (1) multi-agent framework (1) multi-agent system (1) human action emulation (1) semantic caching (1) hybrid parallelism (1) knowledge caching (1) bubble reduction (1) optimizer synchronization (1) backward computation (1) acceleration (1) throughput (1)

Papers

Cortex: Achieving Low-Latency, Cost-Efficient Remote Data Access For LLM via Semantic-Aware Knowledge Caching NSDI 2026 EMULATE: A Multi-Agent Framework for Determining the Veracity of Atomic Claims by Emulating Human Actions ACL 2025 PipeOffload: Improving Scalability of Pipeline Parallelism with Memory Optimization ICML 2025 Pipeline Parallelism with Controllable Memory NeurIPS 2024 Zero Bubble (Almost) Pipeline Parallelism ICLR 2024