Shwai He
Scholar

Shwai He

Google Scholar ID: 4y5BYF0AAAAJ
University of Maryland, College Park
Deep LearningMechine LearningNatural Language Processing.
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
602
 
H-index
13
 
i10-index
13
 
Publications
20
 
Co-authors
9
list available
Contact
Emailshwai.he@gmail.comCVOpen ↗TwitterOpen ↗GitHubOpen ↗LinkedInOpen ↗
Publications
15 items
Cognibit: From Digital Exhaustion to Real-World Connection Through Gamified Territory Control and LLM-Powered Twin Networking
2026
Cited
0
Demystifying When Pruning Works via Representation Hierarchies
2026
Cited
0
ThinkJEPA: Empowering Latent World Models with Large Vision-Language Reasoning Model
2026
Cited
0
MoEless: Efficient MoE LLM Serving via Serverless Computing
2026
Cited
0
Making Large Language Models Efficient Dense Retrievers
2025
Cited
0
Understanding and Harnessing Sparsity in Unified Multimodal Models
2025
Cited
0
Dense Video Understanding with Gated Residual Tokenization
2025
Cited
0
DualSparse-MoE: Coordinating Tensor/Neuron-Level Sparsity with Expert Partition and Reconstruction
2025
Cited
0
Resume (English only)
Academic Achievements
  • [08/2025]: Paper 'Router-Tuning' accepted at EMNLP 2025
  • [05/2025]: Awarded Qualcomm Innovation Fellowship (QIF) North America for proposal 'Less Attention, Much Faster: Toward a Future of Efficiency-Optimized Transformer Architectures'
  • [09/2024]: Two papers accepted: 'Efficient Attention' at NeurIPS 2024 and 'Reformat Alignment' at EMNLP 2024
  • [10/2023]: Paper 'Merging Experts into One' accepted at EMNLP 2023 (Oral)
  • [05/2023]: Paper 'PAD-Net' accepted at ACL 2023
  • [04/2023]: Paper 'NeuralSlice' accepted at ICML 2023
  • [10/2022]: Paper 'SparseAdapter' accepted at EMNLP 2022
  • [08/2022]: Paper 'SD-Conv' accepted at WACV 2023
  • [07/2022]: Ranked 1st (Chinese<=>English, German<=>English, Czech<=>English, English=>Russian), 2nd (Russian=>English, Japanese=>English), and 3rd (English=>Japanese) in General Translation Task at WMT 2022
  • [01/2022]: One paper accepted by AAAI-22 KDF workshop
Co-authors
9 total
Dacheng Tao
Dacheng Tao
Nanyang Technological University
ANG LI
ANG LI
Assistant Professor, Department of Electrical and Computer Engineering, University of Maryland
Guoheng Sun
Guoheng Sun
University of Maryland, College Park
Zheyu Shen
Zheyu Shen
Graduate Student of Electronic and Computer Engineering, University of Maryland
Run-Ze Fan
Run-Ze Fan
University of Massachusetts Amherst
Siqi Sun
Siqi Sun
Associate Professor; Fudan University, Shanghai AI Lab
Tianlong Chen
Tianlong Chen
Assistant Professor, CS@UNC Chapel Hill; Chief AI Scientist, hireEZ
Chenbo Jiang
Chenbo Jiang
PhD student, McGill University