Shwai He
13 papers · 2022–2026 · 6 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 (6)
π
Cross-Pollinator
(13)
π
Renaissance Researcher
(6)
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Century Club
(12)
ποΈ
Keyword Collector
(55)
Conferences
EMNLP (5)
ACL (4)
ICLR (1)
ICML (1)
NIPS (1)
WACV (1)
Top co-authors
Keywords
model compression
(3)
parameter efficiency
(3)
instruction tuning
(3)
neural network optimization
(2)
data augmentation
(2)
large language model
(2)
mixture of expert
(2)
knowledge distillation
(2)
model efficiency
(2)
dynamic convolution
(2)
computational efficiency
(2)
model merging
(1)
knowledge transfer
(1)
language model alignment
(1)
network pruning
(1)
model architecture
(1)
attention mechanism
(1)
3d reconstruction
(1)
neural machine translation
(1)
multilingual translation
(1)
Papers
Making Large Language Models Efficient Dense Retrievers
ACL 2026
Towards counterfactual fairness through auxiliary variables
ICLR 2025
Router-Tuning: A Simple and Effective Approach for Dynamic Depth
EMNLP 2025
Loki: Low-rank Keys for Efficient Sparse Attention
NIPS 2024
Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning
ACL 2024
Selective Reflection-Tuning: Student-Selected Data Recycling for LLM Instruction-Tuning
ACL 2024
Reformatted Alignment
EMNLP 2024
PAD-Net: An Efficient Framework for Dynamic Networks
ACL 2023
NeuralSlice: Neural 3D Triangle Mesh Reconstruction via Slicing 4D Tetrahedral Meshes
ICML 2023
SD-Conv: Towards the Parameter-Efficiency of Dynamic Convolution
WACV 2023
Merging Experts into One: Improving Computational Efficiency of Mixture of Experts
EMNLP 2023
Vega-MT: The JD Explore Academy Machine Translation System for WMT22
EMNLP 2022
SparseAdapter: An Easy Approach for Improving the Parameter-Efficiency of Adapters
EMNLP 2022