Yingyan Celine Lin
12 papers · 2023–2026 · 7 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (17) π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (13) π Renaissance Researcher (5)
π
Conference Polyglot
(6)
π
Century Club
(11)
β‘
Prolific Year
(7)
Conferences
ICML (5)
ICLR (2)
ACL (1)
CORL (1)
CVPR (1)
EACL (1)
ICCV (1)
Top co-authors
Keywords
model compression
(1)
adversarial robustness
(1)
image generation
(1)
attention mechanism
(1)
knowledge transfer
(1)
automatic speech recognition
(1)
dynamic routing
(1)
efficient inference
(1)
efficient computing
(1)
state space model
(1)
diffusion model
(1)
hidden state
(1)
adversarial perturbation
(1)
neural radiance field
(1)
novel view synthesis
(1)
inference optimization
(1)
cross-scene generalization
(1)
best-of-n sampling
(1)
diffusion transformer
(1)
beam search
(1)
Papers
Think Hard Only When Needed: A Hybrid Best-of-N and Beam Search for Efficient Test-Time Compute
EACL 2026
LAMB: A Training-Free Method to Enhance the Long-Context Understanding of SSMs via Attention-Guided Token Filtering
ACL 2025
Layer- and Timestep-Adaptive Differentiable Token Compression Ratios for Efficient Diffusion Transformers
CVPR 2025
Fewer Denoising Steps or Cheaper Per-Step Inference: Towards Compute-Optimal Diffusion Model Deployment
ICCV 2025
LongMamba: Enhancing Mamba's Long-Context Capabilities via Training-Free Receptive Field Enlargement
ICLR 2025
Hymba: A Hybrid-head Architecture for Small Language Models
ICLR 2025
SAIL: Faster-than-Demonstration Execution of Imitation Learning Policies
CORL 2025
LaCache: Ladder-Shaped KV Caching for Efficient Long-Context Modeling of Large Language Models
ICML 2025
When Linear Attention Meets Autoregressive Decoding: Towards More Effective and Efficient Linearized Large Language Models
ICML 2024
Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibration
ICML 2024
NeRFool: Uncovering the Vulnerability of Generalizable Neural Radiance Fields against Adversarial Perturbations
ICML 2023
Master-ASR: Achieving Multilingual Scalability and Low-Resource Adaptation in ASR with Modular Learning
ICML 2023