Huanran Zheng
4 papers · 2022–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(13)
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Hot Topic Early Bird
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Research topics
Machine Learning
(4)
Optimization & Theory · Machine Learning
(4)
Deep Learning
(3)
Application Areas
(3)
Artificial Intelligence
(2)
Core AI
(2)
Optimization & Theory · Deep Learning
(2)
Natural Language Processing
(1)
Applications
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Keywords
large language model
(2)
model compression
(2)
machine translation
(1)
computational efficiency
(1)
parameter efficient
(1)
model uncertainty
(1)
low-rank adaptation
(1)
mixture of expert
(1)
context window
(1)
kv cache compression
(1)
latency reduction
(1)
kv cache
(1)
speculative decoding
(1)
draft model
(1)
inference latency
(1)
model optimization
(1)
inference speed
(1)
translation quality
(1)
non-autoregressive translation
(1)
attention optimization
(1)
Papers
Faster Speculative Decoding via Effective Draft Decoder with Pruned Candidate Tree
ACL 2025
MiLoRA: Efficient Mixture of Low-Rank Adaptation for Large Language Models Fine-tuning
EMNLP 2024
SCA: Selective Compression Attention for Efficiently Extending the Context Window of Large Language Models
EMNLP 2024
Candidate Soups: Fusing Candidate Results Improves Translation Quality for Non-Autoregressive Translation
EMNLP 2022