Ao Ren
4 papers · 2022–2026 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(2)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(14)
Conferences
AAAI (2)
ACML (1)
NIPS (1)
Top co-authors
Research topics
Keywords
attention mechanism
(1)
knowledge distillation
(1)
feature representation
(1)
model pruning
(1)
memory efficiency
(1)
collaborative inference
(1)
kv cache compression
(1)
kv cache
(1)
long context
(1)
throughput improvement
(1)
taylor expansion
(1)
attention distribution
(1)
long-context processing
(1)
reconstruction attack
(1)
model partitioning
(1)
sensitive feature distillation
(1)
activation perturbation
(1)
token eviction
(1)
activation frequency
(1)
layer-aware allocation
(1)
Papers
D2 Prune: Sparsifying Large Language Models via Dual Taylor Expansion and Attention Distribution Awareness
AAAI 2026
HitKV: Activation Frequency Knows Which Tokens Are Important
AAAI 2026
Rethinking Literary Plagiarism in LLMs through the Lens of Copyright Laws
ACML 2024
Measuring Data Reconstruction Defenses in Collaborative Inference Systems
NIPS 2022