Qing Yang
43 papers · 2022–2025 · 13 conferences · across top CS/AI conferences
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Conferences
EMNLP (13)
COLING (6)
ACL (5)
NIPS (4)
CVPR (3)
AAAI (2)
ICCV (2)
INTERSPEECH (2)
JMLR (2)
ICML (1)
IJCAI (1)
MICCAI (1)
NAACL (1)
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Keywords
large language model
(12)
attention mechanism
(4)
transfer learning
(4)
domain adaptation
(3)
contrastive learning
(3)
representation learning
(3)
inference acceleration
(2)
positional encoding
(2)
speculative decoding
(2)
few-shot learning
(2)
vision-language model
(2)
disentangled representation
(2)
benchmark dataset
(2)
length extrapolation
(2)
model compression
(2)
code generation
(2)
knowledge transfer
(2)
text summarization
(2)
diffusion model
(2)
mixture of expert
(2)
Papers
Beyond Similarity: A Gradient-based Graph Method for Instruction Tuning Data Selection
ACL 2025
LRM-LLaVA: Overcoming the Modality Gap of Multilingual Large Language-Vision Model for Low-Resource Languages
AAAI 2025
Turning Trash into Treasure: Accelerating Inference of Large Language Models with Token Recycling
ACL 2025
Automated Progressive Red Teaming
COLING 2025
CFSP: An Efficient Structured Pruning Framework for LLMs with Coarse-to-Fine Activation Information
COLING 2025
Extracting the Essence and Discarding the Dross: Enhancing Code Generation with Contrastive Execution Feedback
COLING 2025
FinMoE: A MoE-based Large Chinese Financial Language Model
COLING 2025
MITracker: Multi-View Integration for Visual Object Tracking
CVPR 2025
A Survey on LLM-powered Agents for Recommender Systems
EMNLP 2025
GSOT3D: Towards Generic 3D Single Object Tracking in the Wild
ICCV 2025
Eigen Analysis of Conjugate Kernel and Neural Tangent Kernel
ICML 2025
Beyond Fixed Length: Bucket Pre-training is All You Need
IJCAI 2025
PCR-MIL: Phenotype Clustering Reinforced Multiple Instance Learning for Whole Slide Image Classification
MICCAI 2025
Beyond Excess and Deficiency: Adaptive Length Bias Mitigation in Reward Models for RLHF
NAACL 2025
Perceptual Learning in Lexical Tone: Phonetic Similarity vs. Phonological Categories
INTERSPEECH 2024
Streaming Decoder-Only Automatic Speech Recognition with Discrete Speech Units: A Pilot Study
INTERSPEECH 2024
Extending Context Window of Large Language Models from a Distributional Perspective
EMNLP 2024
GlobeSumm: A Challenging Benchmark Towards Unifying Multi-lingual, Cross-lingual and Multi-document News Summarization
EMNLP 2024
How does Architecture Influence the Base Capabilities of Pre-trained Language Models? A Case Study Based on FFN-Wider and MoE Transformers
NIPS 2024
MoGU: A Framework for Enhancing Safety of LLMs While Preserving Their Usability
NIPS 2024
Meaningful Learning: Enhancing Abstract Reasoning in Large Language Models via Generic Fact Guidance
NIPS 2024
Self-Supervised Disentangled Representation Learning for Robust Target Speech Extraction
AAAI 2024
Make Some Noise: Unlocking Language Model Parallel Inference Capability through Noisy Training
EMNLP 2024
SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language Models
ACL 2024
Length Extrapolation of Transformers: A Survey from the Perspective of Positional Encoding
EMNLP 2024
Improving Factual Consistency in Abstractive Summarization with Sentence Structure Pruning
COLING 2024
SmartTrim: Adaptive Tokens and Attention Pruning for Efficient Vision-Language Models
COLING 2024
CAMEL: CAusal Motion Enhancement Tailored for Lifting Text-driven Video Editing
CVPR 2024
Dynamic Prompt Optimizing for Text-to-Image Generation
CVPR 2024
Individual-centered Partial Information in Social Networks
JMLR 2024
Advancing Large Language Model Attribution through Self-Improving
EMNLP 2024
Python is Not Always the Best Choice: Embracing Multilingual Program of Thoughts
EMNLP 2024
PUNR: Pre-training with User Behavior Modeling for News Recommendation
EMNLP 2023
MSCFFN: A New FFN with Multi-Space Cross to Accelerate Transformer
EMNLP 2023
Contrastive Pre-training for Personalized Expert Finding
EMNLP 2023
PlanarTrack: A Large-scale Challenging Benchmark for Planar Object Tracking
ICCV 2023
Pre-trained Personalized Review Summarization with Effective Salience Estimation
ACL 2023
Adaptive Attention for Sparse-based Long-sequence Transformer
ACL 2023
Generating Extractive Answers: Gated Recurrent Memory Reader for Conversational Question Answering
EMNLP 2023
Instance-Guided Prompt Learning for Few-Shot Text Matching
EMNLP 2022
An Empirical Study on Disentanglement of Negative-free Contrastive Learning
NIPS 2022
TranS: Transition-based Knowledge Graph Embedding with Synthetic Relation Representation
EMNLP 2022
Power Iteration for Tensor PCA
JMLR 2022