Zhengyi Li
6 papers · 2022–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (15) π§ Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
AAAI (2)
ACL (2)
ICML (1)
NIPS (1)
Top co-authors
Keywords
transformer model
(3)
inference acceleration
(2)
model compression
(2)
attention mechanism
(1)
question answering
(1)
efficient inference
(1)
computational efficiency
(1)
model pruning
(1)
adversarial attack
(1)
layer skipping
(1)
protein structure
(1)
matrix multiplication
(1)
inference speedup
(1)
reparameterization trick
(1)
multi-granularity representation
(1)
polynomial approximation
(1)
extractive question answering
(1)
secure inference
(1)
context pruning
(1)
post-translational modification
(1)
Papers
On the (In-)Security of the Shuffling Defense in the Transformer Secure Inference
ACL 2026
An Efficient Private GPT Never Autoregressively Decodes
ICML 2025
Nimbus: Secure and Efficient Two-Party Inference for Transformers
NIPS 2024
Improving PTM Site Prediction by Coupling of Multi-Granularity Structure and Multi-Scale Sequence Representation
AAAI 2024
Block-Skim: Efficient Question Answering for Transformer
AAAI 2022
Transkimmer: Transformer Learns to Layer-wise Skim
ACL 2022