Yu Wang

CineScene: Implicit 3D as Effective Scene Representation for Cinematic Video Generation CVPR 2026 Cross-Modal Coreference Alignment: Enabling Reliable Information Transfer in Omni-LLMs ACL 2026 DynaRL: Flexible and Dynamic Scheduling of Large-Scale Reinforcement Learning Training OSDI 2026 GENMAC: Compositional Text-to-Video Generation with Multi-Agent Collaboration AAAI 2026 MedS³: Towards Medical Slow Thinking with Self-Evolved Soft Dual-sided Process Supervision AAAI 2026 Miner: Mining Intrinsic Mastery for Data-Efficient RL in Large Reasoning Models ACL 2026 RLinf: Flexible and Efficient Large-Scale Reinforcement Learning via Macro-to-Micro Flow Transformation OSDI 2026 SLoRA: Balancing Plasticity and Forgetting in Large Language Models for Continual Learning ACL 2026 VS-Bench: Evaluating VLMs for Strategic Abilities in Multi-Agent Environments CVPR 2026 When Seeing Is not Enough: Revealing the Limits of Active Reasoning in MLLMs ACL 2026 Accelerating Auto-regressive Text-to-Image Generation with Training-free Speculative Jacobi Decoding ICLR 2025 AnyTalk: Multi-modal Driven Multi-domain Talking Head Generation AAAI 2025 Bridging the Dynamic Perception Gap: Training-Free Draft Chain-of-Thought for Dynamic Multimodal Spatial Reasoning EMNLP 2025 DICE: Structured Reasoning in LLMs through SLM-Guided Chain-of-Thought Correction EMNLP 2025 DLFR-Gen: Diffusion-based Video Generation with Dynamic Latent Frame Rate ICCV 2025 DSVD: Dynamic Self-Verify Decoding for Faithful Generation in Large Language Models EMNLP 2025 DiTFastAttnV2: Head-wise Attention Compression for Multi-Modality Diffusion Transformers ICCV 2025 Distilled Decoding 1: One-step Sampling of Image Auto-regressive Models with Flow Matching ICLR 2025 Dynamic Guided and Domain Applicable Safeguards for Enhanced Security in Large Language Models NAACL 2025 Efficient Inference for Large Language Models –Algorithm, Model, and System EMNLP 2025 Evaluating LLMs Across Multi-Cognitive Levels: From Medical Knowledge Mastery to Scenario-Based Problem Solving ICML 2025 EvolveBench: A Comprehensive Benchmark for Assessing Temporal Awareness in LLMs on Evolving Knowledge ACL 2025 Fine-tuning with Reserved Majority for Noise Reduction ICLR 2025 FrameFusion: Combining Similarity and Importance for Video Token Reduction on Large Vision Language Models ICCV 2025 Learning Global Nash Equilibrium in Team Competitive Games with Generalized Fictitious Cross-Play JMLR 2025 Learning Strategic Language Agents in the Werewolf Game with Iterative Latent Space Policy Optimization ICML 2025 Learning from Suboptimal Data in Continuous Control via Auto-Regressive Soft Q-Network ICML 2025 Linear Combination of Saved Checkpoints Makes Consistency and Diffusion Models Better ICLR 2025 MBQ: Modality-Balanced Quantization for Large Vision-Language Models CVPR 2025 Mastering Multi-Drone Volleyball through Hierarchical Co-Self-Play Reinforcement Learning CoRL 2025 ReflecTool: Towards Reflection-Aware Tool-Augmented Clinical Agents ACL 2025 SOVA-Bench: Benchmarking the Speech Conversation Ability for LLM-based Voice Assistant Interspeech 2025 Spec-VLA: Speculative Decoding for Vision-Language-Action Models with Relaxed Acceptance EMNLP 2025 Towards Omni-RAG: Comprehensive Retrieval-Augmented Generation for Large Language Models in Medical Applications ACL 2025 ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation ICLR 2025 VocalNet: Speech LLMs with Multi-Token Prediction for Faster and High-Quality Generation EMNLP 2025 A Unified Sampling Framework for Solver Searching of Diffusion Probabilistic Models ICLR 2024 Accelerate Multi-Agent Reinforcement Learning in Zero-Sum Games with Subgame Curriculum Learning AAAI 2024 AdaShield: Safeguarding Multimodal Large Language Models from Structure-based Attack via Adaptive Shield Prompting ECCV 2024 Annotation-Free Audio-Visual Segmentation WACV 2024 CE-VDG: Counterfactual Entropy-based Bias Reduction for Video-grounded Dialogue Generation COLING 2024 CF-TCIR: A Compositor-Free Framework for Hierarchical Text-Conditioned Image Retrieval ACL 2024 Can LLMs Learn by Teaching for Better Reasoning? A Preliminary Study NeurIPS 2024 DiTFastAttn: Attention Compression for Diffusion Transformer Models NeurIPS 2024 DictLLM: Harnessing Key-Value Data Structures with Large Language Models for Enhanced Medical Diagnostics ACL 2024 Evaluating Quantized Large Language Models ICML 2024 FlashEval: Towards Fast and Accurate Evaluation of Text-to-image Diffusion Generative Models CVPR 2024 HSDreport: Heart Sound Diagnosis with Echocardiography Reports EMNLP 2024 Language Agents with Reinforcement Learning for Strategic Play in the Werewolf Game ICML 2024 M3AV: A Multimodal, Multigenre, and Multipurpose Audio-Visual Academic Lecture Dataset ACL 2024 MM-SAP: A Comprehensive Benchmark for Assessing Self-Awareness of Multimodal Large Language Models in Perception ACL 2024 MedCare: Advancing Medical LLMs through Decoupling Clinical Alignment and Knowledge Aggregation EMNLP 2024 MixDQ: Memory-Efficient Few-Step Text-to-Image Diffusion Models with Metric-Decoupled Mixed Precision Quantization ECCV 2024 Post-decoder Biasing for End-to-End Speech Recognition of Multi-turn Medical Interview COLING 2024 Pruning before Fine-tuning: A Retraining-free Compression Framework for Pre-trained Language Models COLING 2024 RA2FD: Distilling Faithfulness into Efficient Dialogue Systems EMNLP 2024 Rad-NeRF: Ray-decoupled Training of Neural Radiance Field NeurIPS 2024 SDA: Semantic Discrepancy Alignment for Text-conditioned Image Retrieval ACL 2024 Skeleton-of-Thought: Prompting LLMs for Efficient Parallel Generation ICLR 2024 SubgDiff: A Subgraph Diffusion Model to Improve Molecular Representation Learning NeurIPS 2024 TAIA: Large Language Models are Out-of-Distribution Data Learners NeurIPS 2024 TCP: Triplet Contrastive-Relationship Preserving for Class-Incremental Learning WACV 2024 Towards an End-to-End Framework for Invasive Brain Signal Decoding with Large Language Models Interspeech 2024 Ada3D : Exploiting the Spatial Redundancy with Adaptive Inference for Efficient 3D Object Detection ICCV 2023 Contrastive Learning Based ASR Robust Knowledge Selection For Spoken Dialogue System Interspeech 2023 Dynamic Ensemble of Low-Fidelity Experts: Mitigating NAS “Cold-Start” AAAI 2023 Enhanced Multimodal Representation Learning With Cross-Modal KD CVPR 2023 Ensemble-in-One: Ensemble Learning within Random Gated Networks for Enhanced Adversarial Robustness AAAI 2023 Learning Zero-Shot Cooperation with Humans, Assuming Humans Are Biased ICLR 2023 Memory-Oriented Structural Pruning for Efficient Image Restoration AAAI 2023 OMS-DPM: Optimizing the Model Schedule for Diffusion Probabilistic Models ICML 2023 Pushing the Limits of Unsupervised Unit Discovery for SSL Speech Representation Interspeech 2023 Self-Improvement of Non-autoregressive Model via Sequence-Level Distillation EMNLP 2023 Unsupervised Active Learning: Optimizing Labeling Cost-Effectiveness for Automatic Speech Recognition Interspeech 2023 CLOSE: Curriculum Learning on the Sharing Extent towards Better One-Shot NAS ECCV 2022 CodedVTR: Codebook-Based Sparse Voxel Transformer With Geometric Guidance CVPR 2022 FedCor: Correlation-Based Active Client Selection Strategy for Heterogeneous Federated Learning CVPR 2022 LAR-SR: A Local Autoregressive Model for Image Super-Resolution CVPR 2022 Learning Efficient Multi-agent Cooperative Visual Exploration ECCV 2022 Multi-level Fusion of Wav2vec 2.0 and BERT for Multimodal Emotion Recognition Interspeech 2022 TA-GATES: An Encoding Scheme for Neural Network Architectures NeurIPS 2022 The Surprising Effectiveness of PPO in Cooperative Multi-Agent Games NeurIPS 2022 Discovering Diverse Multi-Agent Strategic Behavior via Reward Randomization ICLR 2021 Evaluating Efficient Performance Estimators of Neural Architectures NeurIPS 2021 Variational Automatic Curriculum Learning for Sparse-Reward Cooperative Multi-Agent Problems NeurIPS 2021 A Generic Graph-based Neural Architecture Encoding Scheme for Predictor-based NAS ECCV 2020 Attentional Separation-and-Aggregation Network for Self-supervised Depth-Pose Learning in Dynamic Scenes CoRL 2020 DSA: More Efficient Budgeted Pruning via Differentiable Sparsity Allocation ECCV 2020 Impact of ASR Performance on Free Speaking Language Assessment Interspeech 2018 Speaker Adaptation and Adaptive Training for Jointly Optimised Tandem Systems Interspeech 2018 Off-topic Response Detection for Spontaneous Spoken English Assessment ACL 2016