Chuanyang Zheng
14 papers · 2022–2026 · 7 venues · across top CS/AI venues
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length extrapolation
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formal proof
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mathematical reasoning
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image captioning
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object detection
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multimodal learning
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in-context learning
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video understanding
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prompt learning
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Papers
AdaSpark: Adaptive Sparsity for Efficient Long-Video Understanding
CVPR 2026
DAPE V2: Process Attention Score as Feature Map for Length Extrapolation
ACL 2025
IFORMER: INTEGRATING CONVNET AND TRANSFORMER FOR MOBILE APPLICATION
ICLR 2025
Logits-Based Finetuning
EMNLP 2025
ParallelComp: Parallel Long-Context Compressor for Length Extrapolation
ICML 2025
QuickLLaMA: Query-aware Inference Acceleration for Large Language Models
COLING 2025
Self-Adjust Softmax
EMNLP 2025
UNComp: Can Matrix Entropy Uncover Sparsity? β A Compressor Design from an Uncertainty-Aware Perspective
EMNLP 2025
DAPE: Data-Adaptive Positional Encoding for Length Extrapolation
NeurIPS 2024
DQ-LoRe: Dual Queries with Low Rank Approximation Re-ranking for In-Context Learning
ICLR 2024
LEGO-Prover: Neural Theorem Proving with Growing Libraries
ICLR 2024
Towards Better Vision-Inspired Vision-Language Models
CVPR 2024
TRIGO: Benchmarking Formal Mathematical Proof Reduction for Generative Language Models
EMNLP 2023
SAViT: Structure-Aware Vision Transformer Pruning via Collaborative Optimization
NeurIPS 2022