Hongxiang Fan
5 papers · 2024–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π
Conference Polyglot
(4)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(16)
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Cross-Pollinator
(15)
Conferences
ICLR (2)
EMNLP (1)
ICCV (1)
NIPS (1)
Top co-authors
Keywords
model merging
(2)
federated learning
(1)
multi-task learning
(1)
knowledge distillation
(1)
constrained optimization
(1)
continuous optimization
(1)
model inference
(1)
memory efficiency
(1)
data selection
(1)
training dynamics
(1)
data quality
(1)
inference optimization
(1)
speculative decoding
(1)
parallel decoding
(1)
hardware optimization
(1)
frank-wolfe optimization
(1)
model compression
(1)
large language model
(1)
Papers
Hardware-Aware Parallel Prompt Decoding for Memory-Efficient Acceleration of LLM Inference
EMNLP 2025
FW-Merging: Scaling Model Merging with Frank-Wolfe Optimization
ICCV 2025
Progressive Mixed-Precision Decoding for Efficient LLM Inference
ICLR 2025
CLUES: Collaborative Private-domain High-quality Data Selection for LLMs via Training Dynamics
NIPS 2024
Breaking Physical and Linguistic Borders: Multilingual Federated Prompt Tuning for Low-Resource Languages
ICLR 2024