Jingwen Leng
12 papers · 2019–2026 · 8 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (25) π Interdisciplinary Bridge π Conference Polyglot (8)
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Academic Marathon
(6)
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Cross-Pollinator
(13)
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Renaissance Researcher
(7)
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Grand Slam
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Century Club
(10)
Conferences
ACL (5)
AAAI (1)
COLING (1)
CVPR (1)
ICLR (1)
ICML (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
transformer model
(4)
attention mechanism
(3)
inference acceleration
(2)
computational efficiency
(2)
model compression
(2)
large language model
(2)
adversarial attack
(2)
code generation
(1)
question answering
(1)
unsupervised clustering
(1)
model decomposition
(1)
model pruning
(1)
tree structure
(1)
deep neural network
(1)
layer skipping
(1)
efficient computing
(1)
long sequence modeling
(1)
retrieval-augmented generation
(1)
adversarial defense
(1)
efficient inference
(1)
Papers
On the (In-)Security of the Shuffling Defense in the Transformer Secure Inference
ACL 2026
CuBridge: An LLM-Based Framework for Understanding and Reconstructing High-Performance Attention Kernels
ACL 2026
An Efficient Private GPT Never Autoregressively Decodes
ICML 2025
TreeKV: Smooth Key-Value Cache Compression with Tree Structures
IJCAI 2025
Gumbel Reranking: Differentiable End-to-End Reranker Optimization
ACL 2025
Nimbus: Secure and Efficient Two-Party Inference for Transformers
NIPS 2024
Fourier Transformer: Fast Long Range Modeling by Removing Sequence Redundancy with FFT Operator
ACL 2023
SQuant: On-the-Fly Data-Free Quantization via Diagonal Hessian Approximation
ICLR 2022
Transkimmer: Transformer Learns to Layer-wise Skim
ACL 2022
Block-Skim: Efficient Question Answering for Transformer
AAAI 2022
How Far Does BERT Look At: Distance-based Clustering and Analysis of BERTβs Attention
COLING 2020
Adversarial Defense Through Network Profiling Based Path Extraction
CVPR 2019