Xiaoye Qu

Benchmarking Multimodal Knowledge Conflict for Large Multimodal Models AAAI 2026 Flash-DMD: Towards High-Fidelity Few-Step Image Generation with Efficient Distillation and Joint Reinforcement Learning CVPR 2026 Rethinking Video-Language Model from the Language Input Perspective AAAI 2026 Scaling Reasoning, Losing Control: Evaluating Instruction Following in Large Reasoning Models ACL 2026 VA-p: Variational Policy Alignment for Pixel-Aware Autoregressive Generation CVPR 2026 VideoSSR: Video Self-Supervised Reinforcement Learning CVPR 2026 CLIP-MoE: Towards Building Mixture of Experts for CLIP with Diversified Multiplet Upcycling EMNLP 2025 Cooperative or Competitive? Understanding the Interaction between Attention Heads From A Game Theory Perspective ACL 2025 Divide and Conquer: Grounding LLMs as Efficient Decision-Making Agents via Offline Hierarchical Reinforcement Learning ICML 2025 Dynamic Data Mixing Maximizes Instruction Tuning for Mixture-of-Experts NAACL 2025 Extrapolating and Decoupling Image-to-Video Generation Models: Motion Modeling is Easier Than You Think CVPR 2025 From Head to Tail: Towards Balanced Representation in Large Vision-Language Models through Adaptive Data Calibration CVPR 2025 LLM-assisted Entropy-based Adaptive Distillation for Unsupervised Fine-grained Visual Representation Learning ICCV 2025 Look, Compare, Decide: Alleviating Hallucination in Large Vision-Language Models via Multi-View Multi-Path Reasoning COLING 2025 Make LoRA Great Again: Boosting LoRA with Adaptive Singular Values and Mixture-of-Experts Optimization Alignment ICML 2025 Multi-level Association Refinement Network for Dialogue Aspect-based Sentiment Quadruple Analysis ACL 2025 PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models ACL 2025 SEE: Continual Fine-tuning with Sequential Ensemble of Experts ACL 2025 Test-Time Preference Optimization: On-the-Fly Alignment via Iterative Textual Feedback ICML 2025 Towards Stabilized and Efficient Diffusion Transformers through Long-Skip-Connections with Spectral Constraints ICCV 2025 ConflictBank: A Benchmark for Evaluating the Influence of Knowledge Conflicts in LLMs NeurIPS 2024 Confidence is not Timeless: Modeling Temporal Validity for Rule-based Temporal Knowledge Graph Forecasting ACL 2024 Enhancing Low-Resource Relation Representations through Multi-View Decoupling AAAI 2024 Improving Pseudo Labels with Global-Local Denoising Framework for Cross-lingual Named Entity Recognition IJCAI 2024 Learning the Unlearned: Mitigating Feature Suppression in Contrastive Learning ECCV 2024 Living in the Moment: Can Large Language Models Grasp Co-Temporal Reasoning? ACL 2024 LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-Training EMNLP 2024 Mitigating Boundary Ambiguity and Inherent Bias for Text Classification in the Era of Large Language Models ACL 2024 On Giant's Shoulders: Effortless Weak to Strong by Dynamic Logits Fusion NeurIPS 2024 Pandora's Box: Towards Building Universal Attackers against Real-World Large Vision-Language Models NeurIPS 2024 Rethinking Weakly-supervised Video Temporal Grounding From a Game Perspective ECCV 2024 SURf: Teaching Large Vision-Language Models to Selectively Utilize Retrieved Information EMNLP 2024 Temporal Sentence Grounding with Relevance Feedback in Videos NeurIPS 2024 Towards Robust Temporal Activity Localization Learning with Noisy Labels COLING 2024 Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging NeurIPS 2024 Unsupervised Domain Adaptative Temporal Sentence Localization with Mutual Information Maximization AAAI 2024 Distantly-Supervised Named Entity Recognition with Adaptive Teacher Learning and Fine-Grained Student Ensemble AAAI 2023 Dual Learning with Dynamic Knowledge Distillation for Partially Relevant Video Retrieval ICCV 2023 Miracle: Towards Personalized Dialogue Generation with Latent-Space Multiple Personal Attribute Control EMNLP 2023 Mirror: A Universal Framework for Various Information Extraction Tasks EMNLP 2023 TREA: Tree-Structure Reasoning Schema for Conversational Recommendation ACL 2023 Delving Deep into Regularity: A Simple but Effective Method for Chinese Named Entity Recognition NAACL 2022 Efficient Document-level Event Extraction via Pseudo-Trigger-aware Pruned Complete Graph IJCAI 2022 Exploring Motion and Appearance Information for Temporal Sentence Grounding AAAI 2022 Memory-Guided Semantic Learning Network for Temporal Sentence Grounding AAAI 2022 Unsupervised Temporal Video Grounding with Deep Semantic Clustering AAAI 2022 Adaptive Proposal Generation Network for Temporal Sentence Localization in Videos EMNLP 2021 Context-Aware Biaffine Localizing Network for Temporal Sentence Grounding CVPR 2021 HacRED: A Large-Scale Relation Extraction Dataset Toward Hard Cases in Practical Applications ACL 2021 Progressively Guide to Attend: An Iterative Alignment Framework for Temporal Sentence Grounding EMNLP 2021 Read, Retrospect, Select: An MRC Framework to Short Text Entity Linking AAAI 2021 Reasoning Step-by-Step: Temporal Sentence Localization in Videos via Deep Rectification-Modulation Network COLING 2020 Adversarial Category Alignment Network for Cross-domain Sentiment Classification NAACL 2019