Yuqing Yang

AVA: Towards Agentic Video Analytics with Vision Language Models NSDI 2026 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 Region-Adaptive Sampling for Diffusion Transformers CVPR 2026 When LLMs Read Tables Carelessly: Measuring and Reducing Data Referencing Errors ACL 2026 An Empirical Study of Position Bias in Modern Information Retrieval EMNLP 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 MMInference: Accelerating Pre-filling for Long-Context Visual Language Models via Modality-Aware Permutation Sparse Attention ICML 2025 On the Out-Of-Distribution Generalization of Large Multimodal Models CVPR 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 Alignment for Honesty NeurIPS 2024 Benchmarking Data Science Agents ACL 2024 Full Parameter Fine-tuning for Large Language Models with Limited Resources ACL 2024 Ladder: Enabling Efficient Low-Precision Deep Learning Computing through Hardware-aware Tensor Transformation OSDI 2024 LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression ACL 2024 LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression ACL 2024 LoRASC: Expressive and Generalizable Low-rank Adaptation for Large Models via Slow Cascaded Learning EMNLP 2024 MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention NeurIPS 2024 MLCopilot: Unleashing the Power of Large Language Models in Solving Machine Learning Tasks EACL 2024 OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AI NeurIPS 2024 Parrot: Efficient Serving of LLM-based Applications with Semantic Variable OSDI 2024 Position Engineering: Boosting Large Language Models through Positional Information Manipulation EMNLP 2024 Unified Medical Image Pre-training in Language-Guided Common Semantic Space ECCV 2024 Weak-to-Strong Reasoning EMNLP 2024 Accurate and Structured Pruning for Efficient Automatic Speech Recognition Interspeech 2023 An AMR-based Link Prediction Approach for Document-level Event Argument Extraction ACL 2023 Attentive Mask CLIP ICCV 2023 CoLLiE: Collaborative Training of Large Language Models in an Efficient Way EMNLP 2023 EfficientViT: Memory Efficient Vision Transformer With Cascaded Group Attention CVPR 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 ImageBrush: Learning Visual In-Context Instructions for Exemplar-Based Image Manipulation NeurIPS 2023 LLMLingua: Compressing Prompts for Accelerated Inference of Large Language Models EMNLP 2023 Optimizing Dynamic Neural Networks with Brainstorm OSDI 2023 Plan, Verify and Switch: Integrated Reasoning with Diverse X-of-Thoughts EMNLP 2023 SpaceEvo: Hardware-Friendly Search Space Design for Efficient INT8 Inference ICCV 2023 Towards Inference Efficient Deep Ensemble Learning AAAI 2023 VBASE: Unifying Online Vector Similarity Search and Relational Queries via Relaxed Monotonicity OSDI 2023 DORE: Document Ordered Relation Extraction based on Generative Framework EMNLP 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 Reinforcement Learning with Automated Auxiliary Loss Search NeurIPS 2022 SparTA: Deep-Learning Model Sparsity via Tensor-with-Sparsity-Attribute OSDI 2022 Variational oracle guiding for reinforcement learning ICLR 2022 Uncertain Local-to-Global Networks for Document-Level Event Factuality Identification EMNLP 2021