Chuanyang Zheng
13 papers · 2022–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (25) π§ Keyword Pioneer
π
Conference Polyglot
(7)
β‘
Prolific Year
(7)
π
Century Club
(13)
β
The Questioner
ποΈ
Keyword Collector
(51)
Conferences
EMNLP (4)
ICLR (3)
NIPS (2)
ACL (1)
COLING (1)
CVPR (1)
ICML (1)
Top co-authors
Keywords
attention mechanism
(3)
large language model
(3)
transformer architecture
(2)
model compression
(2)
length extrapolation
(2)
multimodal learning
(1)
feature map
(1)
knowledge distillation
(1)
neural network optimization
(1)
positional encoding
(1)
prompt learning
(1)
language model
(1)
vision-language model
(1)
supervised fine-tuning
(1)
automated theorem proving
(1)
efficient inference
(1)
data efficiency
(1)
gradient vanishing
(1)
uncertainty estimation
(1)
image captioning
(1)
Papers
ParallelComp: Parallel Long-Context Compressor for Length Extrapolation
ICML 2025
DAPE V2: Process Attention Score as Feature Map for Length Extrapolation
ACL 2025
QuickLLaMA: Query-aware Inference Acceleration for Large Language Models
COLING 2025
UNComp: Can Matrix Entropy Uncover Sparsity? β A Compressor Design from an Uncertainty-Aware Perspective
EMNLP 2025
Self-Adjust Softmax
EMNLP 2025
Logits-Based Finetuning
EMNLP 2025
IFORMER: INTEGRATING CONVNET AND TRANSFORMER FOR MOBILE APPLICATION
ICLR 2025
DAPE: Data-Adaptive Positional Encoding for Length Extrapolation
NIPS 2024
LEGO-Prover: Neural Theorem Proving with Growing Libraries
ICLR 2024
Towards Better Vision-Inspired Vision-Language Models
CVPR 2024
DQ-LoRe: Dual Queries with Low Rank Approximation Re-ranking for In-Context Learning
ICLR 2024
TRIGO: Benchmarking Formal Mathematical Proof Reduction for Generative Language Models
EMNLP 2023
SAViT: Structure-Aware Vision Transformer Pruning via Collaborative Optimization
NIPS 2022