Ao Sun
7 papers · 2023–2026 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (20) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (4)
π
Cross-Pollinator
(7)
π
Renaissance Researcher
(6)
π
Trend Setter
Conferences
ACL (4)
EMNLP (1)
NAACL (1)
NIPS (1)
Top co-authors
Keywords
large language model
(3)
inference acceleration
(2)
approximate attention
(2)
sequence parallelism
(2)
multimodal learning
(1)
explainable ai
(1)
instance segmentation
(1)
model interpretability
(1)
distributed inference
(1)
distributed training
(1)
vocabulary compression
(1)
memory efficiency
(1)
language model
(1)
large multimodal model
(1)
parameter-efficient fine-tuning
(1)
value alignment
(1)
pipeline parallelism
(1)
training throughput
(1)
flash attention
(1)
draft model
(1)
Papers
CuMA: Aligning LLMs with Sparse Cultural Values via Demographic-Aware Mixture of Adapters
ACL 2026
APB-V: Accelerating Long-Video Understanding via Sequence-Parallelism-aware Approximate Attention
ACL 2026
APB: Accelerating Distributed Long-Context Inference by Passing Compressed Context Blocks across GPUs
ACL 2025
Seq1F1B: Efficient Sequence-Level Pipeline Parallelism for Large Language Model Training
NAACL 2025
ViDove: A Translation Agent System with Multimodal Context and Memory-Augmented Reasoning
EMNLP 2025
FR-Spec: Accelerating Large-Vocabulary Language Models via Frequency-Ranked Speculative Sampling
ACL 2025
Explain Any Concept: Segment Anything Meets Concept-Based Explanation
NIPS 2023