Deming Chen
11 papers · 2017–2024 · 8 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (7) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (8) π Cross-Pollinator (13)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(26)
π
Conference Polyglot
(8)
π§¬
Topic Evolution
π
Century Club
(11)
ποΈ
Keyword Collector
(56)
β
The Questioner
Conferences
NIPS (3)
INTERSPEECH (2)
AISTATS (1)
CVPR (1)
ICCV (1)
ICLR (1)
ICML (1)
WACV (1)
Top co-authors
Keywords
large language model
(2)
model compression
(2)
neural architecture search
(2)
multi-task learning
(1)
transfer learning
(1)
scene understanding
(1)
probabilistic modeling
(1)
object detection
(1)
behavioral economics
(1)
self-supervised learning
(1)
attention mechanism
(1)
risk aversion
(1)
automatic speech recognition
(1)
efficient computing
(1)
object counting
(1)
density estimation
(1)
feature interaction
(1)
generative model
(1)
hidden markov model
(1)
few-shot learning
(1)
Papers
SnapKV: LLM Knows What You are Looking for Before Generation
NIPS 2024
Decision-Making Behavior Evaluation Framework for LLMs under Uncertain Context
NIPS 2024
Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads
ICML 2024
Extensible and Efficient Proxy for Neural Architecture Search
ICCV 2023
What Makes Convolutional Models Great on Long Sequence Modeling?
ICLR 2023
YOLO-ReT: Towards High Accuracy Real-Time Object Detection on Edge GPUs
WACV 2022
Generic Neural Architecture Search via Regression
NIPS 2021
A recurrent Markov state-space generative model for sequences
AISTATS 2019
CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes
CVPR 2018
Improved ASR for Under-resourced Languages through Multi-task Learning with Acoustic Landmarks
INTERSPEECH 2018
Using Approximated Auditory Roughness as a Pre-Filtering Feature for Human Screaming and Affective Speech AED
INTERSPEECH 2017