Yuqing Yang
45 papers · 2021–2026 · 12 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (15) π Conference Polyglot (12)
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Cross-Pollinator
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Academic Marathon
(5)
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Topic Evolution
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Mega-Team
(28)
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Dynamic Duo
(19)
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Deep Specialist
(17)
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Grand Slam
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Unstoppable
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Prolific Year
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Century Club
(42)
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Keyword Collector
(183)
Conferences
EMNLP (10)
ACL (7)
NIPS (5)
OSDI (5)
AAAI (3)
CVPR (3)
ICCV (3)
ICLR (3)
INTERSPEECH (3)
EACL (1)
ECCV (1)
ICML (1)
Top co-authors
Research topics
Keywords
large language model
(14)
model compression
(6)
in-context learning
(4)
transfer learning
(3)
position bia
(3)
inference optimization
(3)
prompt compression
(3)
long context
(2)
contrastive learning
(2)
hardware acceleration
(2)
domain adaptation
(2)
inference acceleration
(2)
vision transformer
(2)
document-level extraction
(2)
evaluation benchmark
(2)
efficient computing
(2)
language model
(2)
prompt engineering
(2)
neural architecture search
(2)
memory optimization
(2)
Papers
HiTVideo: Hierarchical Tokenizers for Enhancing Text-to-Video Generation with Autoregressive Large Language Models
AAAI 2026
When LLMs Read Tables Carelessly: Measuring and Reducing Data Referencing Errors
ACL 2026
LLM2CLIP: Powerful Language Model Unlocks Richer Cross-Modality Representation
AAAI 2026
MMInference: Accelerating Pre-filling for Long-Context Visual Language Models via Modality-Aware Permutation Sparse Attention
ICML 2025
LeanK: Learnable K Cache Channel Pruning for Efficient Decoding
EMNLP 2025
Mitigate Position Bias in LLMs via Scaling a Single Hidden States Channel
ACL 2025
On the Out-Of-Distribution Generalization of Large Multimodal Models
CVPR 2025
An Empirical Study of Position Bias in Modern Information Retrieval
EMNLP 2025
SCBench: A KV Cache-Centric Analysis of Long-Context Methods
ICLR 2025
SeCom: On Memory Construction and Retrieval for Personalized Conversational Agents
ICLR 2025
MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention
NIPS 2024
LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression
ACL 2024
Position Engineering: Boosting Large Language Models through Positional Information Manipulation
EMNLP 2024
LoRASC: Expressive and Generalizable Low-rank Adaptation for Large Models via Slow Cascaded Learning
EMNLP 2024
Weak-to-Strong Reasoning
EMNLP 2024
Benchmarking Data Science Agents
ACL 2024
Full Parameter Fine-tuning for Large Language Models with Limited Resources
ACL 2024
LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression
ACL 2024
Parrot: Efficient Serving of LLM-based Applications with Semantic Variable
OSDI 2024
Ladder: Enabling Efficient Low-Precision Deep Learning Computing through Hardware-aware Tensor Transformation
OSDI 2024
Alignment for Honesty
NIPS 2024
MLCopilot: Unleashing the Power of Large Language Models in Solving Machine Learning Tasks
EACL 2024
Unified Medical Image Pre-training in Language-Guided Common Semantic Space
ECCV 2024
OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AI
NIPS 2024
Optimizing Dynamic Neural Networks with Brainstorm
OSDI 2023
ImageBrush: Learning Visual In-Context Instructions for Exemplar-Based Image Manipulation
NIPS 2023
Towards Inference Efficient Deep Ensemble Learning
AAAI 2023
An AMR-based Link Prediction Approach for Document-level Event Argument Extraction
ACL 2023
EfficientViT: Memory Efficient Vision Transformer With Cascaded Group Attention
CVPR 2023
Plan, Verify and Switch: Integrated Reasoning with Diverse X-of-Thoughts
EMNLP 2023
LLMLingua: Compressing Prompts for Accelerated Inference of Large Language Models
EMNLP 2023
CoLLiE: Collaborative Training of Large Language Models in an Efficient Way
EMNLP 2023
SpaceEvo: Hardware-Friendly Search Space Design for Efficient INT8 Inference
ICCV 2023
Attentive Mask CLIP
ICCV 2023
ElasticViT: Conflict-aware Supernet Training for Deploying Fast Vision Transformer on Diverse Mobile Devices
ICCV 2023
End-to-End Word-Level Pronunciation Assessment with MASK Pre-training
INTERSPEECH 2023
Accurate and Structured Pruning for Efficient Automatic Speech Recognition
INTERSPEECH 2023
VBASE: Unifying Online Vector Similarity Search and Relational Queries via Relaxed Monotonicity
OSDI 2023
Variational oracle guiding for reinforcement learning
ICLR 2022
Reinforcement Learning with Automated Auxiliary Loss Search
NIPS 2022
Improving Hypernasality Estimation with Automatic Speech Recognition in Cleft Palate Speech
INTERSPEECH 2022
Privacy-Preserving Online AutoML for Domain-Specific Face Detection
CVPR 2022
DORE: Document Ordered Relation Extraction based on Generative Framework
EMNLP 2022
SparTA: Deep-Learning Model Sparsity via Tensor-with-Sparsity-Attribute
OSDI 2022
Uncertain Local-to-Global Networks for Document-Level Event Factuality Identification
EMNLP 2021