Yuqing Yang

44 papers · 2021–2026 · 12 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (6) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (15) 🧭 Keyword Pioneer 🌍 Conference Polyglot (12) 🐝 Cross-Pollinator (13) 🏃 Academic Marathon (5) 🧬 Topic Evolution 👥 Mega-Team (28) 🤝 Dynamic Duo (19) 🔬 Deep Specialist (17) 🏆 Grand Slam 🔥 Unstoppable (5) ⚡ Prolific Year (6) 💎 Century Club (42) 🗃️ Keyword Collector (183)

Conferences

EMNLP (10) ACL (6) NIPS (5) OSDI (5) AAAI (3) CVPR (3) ICCV (3) ICLR (3) INTERSPEECH (3) EACL (1) ECCV (1) ICML (1)

Top co-authors

Lili Qiu (21) Huiqiang Jiang (15) Dongsheng Li (13) Xufang Luo (10) Qianhui Wu (8) Yifan Yang (7) Chin-Yew Lin (6) Mao Yang (6) Xipeng Qiu (6) Quanlu Zhang (5)

Research topics

Applications (1)

Keywords

large language model (13) 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

LLM2CLIP: Powerful Language Model Unlocks Richer Cross-Modality Representation AAAI 2026

SCBench: A KV Cache-Centric Analysis of Long-Context Methods ICLR 2025

SeCom: On Memory Construction and Retrieval for Personalized Conversational Agents ICLR 2025

An Empirical Study of Position Bias in Modern Information Retrieval 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

LeanK: Learnable K Cache Channel Pruning for Efficient Decoding EMNLP 2025

MMInference: Accelerating Pre-filling for Long-Context Visual Language Models via Modality-Aware Permutation Sparse Attention ICML 2025

Parrot: Efficient Serving of LLM-based Applications with Semantic Variable OSDI 2024

OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AI NIPS 2024

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

Weak-to-Strong Reasoning EMNLP 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

Ladder: Enabling Efficient Low-Precision Deep Learning Computing through Hardware-aware Tensor Transformation OSDI 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

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

SpaceEvo: Hardware-Friendly Search Space Design for Efficient INT8 Inference ICCV 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

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

Optimizing Dynamic Neural Networks with Brainstorm OSDI 2023

Variational oracle guiding for reinforcement learning ICLR 2022

DORE: Document Ordered Relation Extraction based on Generative Framework EMNLP 2022

Privacy-Preserving Online AutoML for Domain-Specific Face Detection CVPR 2022

SparTA: Deep-Learning Model Sparsity via Tensor-with-Sparsity-Attribute OSDI 2022

Improving Hypernasality Estimation with Automatic Speech Recognition in Cleft Palate Speech INTERSPEECH 2022

Reinforcement Learning with Automated Auxiliary Loss Search NIPS 2022

Uncertain Local-to-Global Networks for Document-Level Event Factuality Identification EMNLP 2021