Hao Mark Chen

3 papers · 2025–2025 · 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 (12)

Venues

EMNLP (1) ICCV (1) ICLR (1)

Top co-authors

Hongxiang Fan (3) Wayne Luk (2) Stylianos Venieris (2) Alexandros Kouris (1) Fuwen Tan (1) Konstantin Mishchenko (1) Yiu Ka Fai Cedric (1) Rui Li (1) Royson Lee (1) Timothy Hospedales (1)

Research topics

Artificial Intelligence (3) Machine Learning (3) Application Areas (3) Core AI (3) Deep Learning (2) Optimization & Theory · Deep Learning (2) Mathematics & Optimization (1) Learning Paradigms (1) Learning Types (1) Optimization (1) Optimization & Theory · Machine Learning (1)

Keywords

model compression (1) quantization (1) multi-task learning (1) knowledge distillation (1) model merging (1) constrained optimization (1) continuous optimization (1) model inference (1) memory efficiency (1) inference optimization (1) speculative decoding (1) mixed precision (1) parallel decoding (1) hardware optimization (1) frank-wolfe optimization (1) large language model (1) decoding (1) llm-optimized npu (1) nvidia gpus (1) prefill (1)

Papers

FW-Merging: Scaling Model Merging with Frank-Wolfe Optimization ICCV 2025 Hardware-Aware Parallel Prompt Decoding for Memory-Efficient Acceleration of LLM Inference EMNLP 2025 Progressive Mixed-Precision Decoding for Efficient LLM Inference ICLR 2025