Mengmeng Wang

DynBridge: Bridging Imagination and Control through Interaction Dynamics for Robot Manipulation CVPR 2026 Improving Region Representation Learning from Urban Imagery with Noisy Long-Caption Supervision AAAI 2026 SRA 2: Variational Autoencoder Self-Representation Alignment for Efficient Diffusion Training CVPR 2026 Action Detail Matters: Refining Video Recognition with Local Action Queries CVPR 2025 Are the Values of LLMs Structurally Aligned with Humans? A Causal Perspective ACL 2025 DynaMind: Reasoning over Abstract Video Dynamics for Embodied Decision-Making ICML 2025 EchoGPT: An Interactive Cardiac Function Assessment Model for Echocardiogram Videos IJCAI 2025 Instructing Text-to-Image Diffusion Models via Classifier-Guided Semantic Optimization IJCAI 2025 LLM-TPF: Multiscale Temporal Periodicity-Semantic Fusion LLMs for Time Series Forecasting IJCAI 2025 Low-Biased General Annotated Dataset Generation CVPR 2025 Manifold Constraint Reduces Exposure Bias in Accelerated Diffusion Sampling ICLR 2025 SpotActor: Training-Free Layout-Controlled Consistent Image Generation AAAI 2025 TrackAny3D: Transferring Pretrained 3D Models for Category-unified 3D Point Cloud Tracking ICCV 2025 VidEvo: Evolving Video Editing through Exhaustive Temporal Modeling IJCAI 2025 A Multimodal, Multi-Task Adapting Framework for Video Action Recognition AAAI 2024 Decentralized Riemannian Conjugate Gradient Method on the Stiefel Manifold ICLR 2024 Flipped Classroom: Aligning Teacher Attention with Student in Generalized Category Discovery NeurIPS 2024 LangSuit·E: Planning, Controlling and Interacting with Large Language Models in Embodied Text Environments ACL 2024 Learning Discretized Neural Networks under Ricci Flow JMLR 2024 LooGLE: Can Long-Context Language Models Understand Long Contexts? ACL 2024 OneActor: Consistent Subject Generation via Cluster-Conditioned Guidance NeurIPS 2024 Schedule Your Edit: A Simple yet Effective Diffusion Noise Schedule for Image Editing NeurIPS 2024 SDSTrack: Self-Distillation Symmetric Adapter Learning for Multi-Modal Visual Object Tracking CVPR 2024 SSMG: Spatial-Semantic Map Guided Diffusion Model for Free-Form Layout-to-Image Generation AAAI 2024 Boosting Few-shot Action Recognition with Graph-guided Hybrid Matching ICCV 2023 Revisiting the Spatial and Temporal Modeling for Few-Shot Action Recognition AAAI 2023 RICO: Regularizing the Unobservable for Indoor Compositional Reconstruction ICCV 2023 Synchronize Feature Extracting and Matching: A Single Branch Framework for 3D Object Tracking ICCV 2023 E-NeRV: Expedite Neural Video Representation with Disentangled Spatial-Temporal Context ECCV 2022 FCFR-Net: Feature Fusion based Coarse-to-Fine Residual Learning for Depth Completion AAAI 2021 HR-Depth: High Resolution Self-Supervised Monocular Depth Estimation AAAI 2021 One-shot Face Reenactment Using Appearance Adaptive Normalization AAAI 2021 RFNet: Recurrent Forward Network for Dense Point Cloud Completion ICCV 2021 Self-Supervised Monocular Depth Estimation for All Day Images Using Domain Separation ICCV 2021 Structure-aware Person Image Generation with Pose Decomposition and Semantic Correlation AAAI 2021 DTVNet: Dynamic Time-lapse Video Generation via Single Still Image ECCV 2020 FDN: Feature Decoupling Network for Head Pose Estimation AAAI 2020 FReeNet: Multi-Identity Face Reenactment CVPR 2020 Realistic Face Reenactment via Self-Supervised Disentangling of Identity and Pose AAAI 2020 STM: SpatioTemporal and Motion Encoding for Action Recognition ICCV 2019 Large Margin Object Tracking With Circulant Feature Maps CVPR 2017