Yifu Ding
16 papers · 2021–2026 · 7 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (12) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (6) π Academic Marathon (5)
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Renaissance Researcher
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Taxonomy Completionist
(24)
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Interdisciplinary Bridge
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Dynamic Duo
(14)
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Grand Slam
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Deep Specialist
(10)
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Prolific Year
(5)
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Century Club
(15)
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Unstoppable
(5)
Conferences
CVPR (4)
ICML (3)
ACL (2)
ICLR (2)
IJCAI (2)
NIPS (2)
AAAI (1)
Top co-authors
Keywords
model compression
(9)
knowledge distillation
(3)
post-training quantization
(3)
large language model
(3)
edge computing
(3)
neural network quantization
(2)
model quantization
(2)
low-bit quantization
(2)
object detection
(2)
benchmark evaluation
(2)
efficient inference
(1)
deepfake detection
(1)
instance segmentation
(1)
efficient computing
(1)
domain adaptation
(1)
tree search
(1)
batch normalization
(1)
parallel computing
(1)
image super-resolution
(1)
computational efficiency
(1)
Papers
CMedBench: A Comprehensive Benchmark for Efficient Medical Large Language Models
AAAI 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
LLMCBench: Benchmarking Large Language Model Compression for Efficient Deployment
NIPS 2024
Compressing Large Language Models by Joint Sparsification and Quantization
ICML 2024
Reg-PTQ: Regression-specialized Post-training Quantization for Fully Quantized Object Detector
CVPR 2024
DB-LLM: Accurate Dual-Binarization for Efficient LLMs
ACL 2024
PTQ4SAM: Post-Training Quantization for Segment Anything
CVPR 2024
QuantSR: Accurate Low-bit Quantization for Efficient Image Super-Resolution
NIPS 2023
BiBench: Benchmarking and Analyzing Network Binarization
ICML 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