Shwai He
13 papers · 2022–2026 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Silver πΊοΈ Taxonomy Completionist (27) π£ Hot Topic Early Bird ποΈ Keyword Collector (65)
π₯
Unstoppable Β· Bronze
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Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(11)
Application Areas
(11)
Deep Learning
(9)
Artificial Intelligence
(6)
Core AI
(6)
Architectures
(5)
Natural Language Processing
(4)
Optimization & Theory
(4)
Applications
(2)
Learning Types
(2)
Resources & Methods
(2)
Techniques
(2)
Computer Science
(1)
Computer Vision
(1)
Analysis
(1)
Keywords
instruction tuning
(3)
model compression
(3)
parameter efficiency
(3)
mixture of expert
(2)
large language model
(2)
computational efficiency
(2)
dynamic convolution
(2)
model efficiency
(2)
knowledge distillation
(2)
data augmentation
(2)
neural network optimization
(2)
model architecture
(1)
transfer learning
(1)
network pruning
(1)
neural machine translation
(1)
multilingual translation
(1)
self-attention mechanism
(1)
neural network pruning
(1)
algorithmic fairness
(1)
implicit representation
(1)
Papers
Making Large Language Models Efficient Dense Retrievers
ACL 2026
Router-Tuning: A Simple and Effective Approach for Dynamic Depth
EMNLP 2025
Towards counterfactual fairness through auxiliary variables
ICLR 2025
Loki: Low-rank Keys for Efficient Sparse Attention
NeurIPS 2024
Reformatted Alignment
EMNLP 2024
Selective Reflection-Tuning: Student-Selected Data Recycling for LLM Instruction-Tuning
ACL 2024
Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning
ACL 2024
Merging Experts into One: Improving Computational Efficiency of Mixture of Experts
EMNLP 2023
NeuralSlice: Neural 3D Triangle Mesh Reconstruction via Slicing 4D Tetrahedral Meshes
ICML 2023
PAD-Net: An Efficient Framework for Dynamic Networks
ACL 2023
SD-Conv: Towards the Parameter-Efficiency of Dynamic Convolution
WACV 2023
SparseAdapter: An Easy Approach for Improving the Parameter-Efficiency of Adapters
EMNLP 2022
Vega-MT: The JD Explore Academy Machine Translation System for WMT22
EMNLP 2022