Yifu Ding
17 papers · 2021–2026 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+7 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (26) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
π¬
Deep Specialist
(13)
π
Grand Slam
π€
Dynamic Duo
(16)
β‘
Prolific Year Β· Productive
π₯
Unstoppable Β· Bronze
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(64)
Top co-authors
Research topics
Machine Learning
(15)
Application Areas
(14)
Artificial Intelligence
(11)
Core AI
(11)
Deep Learning
(10)
Optimization & Theory Β· Deep Learning
(7)
Computer Vision
(5)
Analysis
(4)
Optimization & Theory Β· Machine Learning
(4)
Models
(3)
Natural Language Processing
(2)
Resources & Methods
(2)
Techniques
(2)
Computer Science
(1)
Applications
(1)
Keywords
model compression
(10)
knowledge distillation
(5)
large language model
(4)
edge computing
(4)
binary neural network
(3)
post-training quantization
(3)
neural network quantization
(2)
benchmark evaluation
(2)
object detection
(2)
bitwise operation
(2)
model quantization
(2)
efficient inference
(2)
low-bit quantization
(2)
instance segmentation
(1)
point cloud
(1)
batch normalization
(1)
binary classification
(1)
computational efficiency
(1)
attention mechanism
(1)
keyword spotting
(1)
Papers
CMedBench: A Comprehensive Benchmark for Efficient Medical Large Language Models
AAAI 2026
MoDES: Accelerating Mixture-of-Experts Multimodal Large Language Models via Dynamic Expert Skipping
CVPR 2026
DA-KD: Difficulty-Aware Knowledge Distillation for Efficient Large Language Models
ICML 2025
Dynamic Parallel Tree Search for Efficient LLM Reasoning
ACL 2025
Unlocking the Potential of Lightweight Quantized Models for Deepfake Detection
IJCAI 2025
Compressing Large Language Models by Joint Sparsification and Quantization
ICML 2024
DB-LLM: Accurate Dual-Binarization for Efficient LLMs
ACL 2024
LLMCBench: Benchmarking Large Language Model Compression for Efficient Deployment
NeurIPS 2024
PTQ4SAM: Post-Training Quantization for Segment Anything
CVPR 2024
Reg-PTQ: Regression-specialized Post-training Quantization for Fully Quantized Object Detector
CVPR 2024
BiBench: Benchmarking and Analyzing Network Binarization
ICML 2023
QuantSR: Accurate Low-bit Quantization for Efficient Image Super-Resolution
NeurIPS 2023
BiBERT: Accurate Fully Binarized BERT
ICLR 2022
BiFSMN: Binary Neural Network for Keyword Spotting
IJCAI 2022
Exploring Endogenous Shift for Cross-Domain Detection: A Large-Scale Benchmark and Perturbation Suppression Network
CVPR 2022
BiPointNet: Binary Neural Network for Point Clouds
ICLR 2021
Diversifying Sample Generation for Accurate Data-Free Quantization
CVPR 2021