Meng Cao

Video Spatial Reasoning with Object-Centric 3D Rollout AAAI 2026 Bring Your Dreams to Life: Continual Text-to-Video Customization AAAI 2026 Beyond Observations: Reconstruction Error-Guided Irregularly Sampled Time Series Representation Learning AAAI 2026 Video SimpleQA: Towards Factuality Evaluation in Large Video Language Models AAAI 2026 Putting Captions to the Test: Evaluating Video Caption Quality through Multiple-Choice Question Answering ACL 2026 Token Preference Optimization with Self-Calibrated Visual-Anchored Rewards for Hallucination Mitigation EMNLP 2025 Can LLMs Reason Abstractly Over Math Word Problems Without CoT? Disentangling Abstract Formulation From Arithmetic Computation EMNLP 2025 MR. Judge: Multimodal Reasoner as a Judge EMNLP 2025 Where Did That Come From? Sentence-Level Error-Tolerant Attribution EMNLP 2025 MUSE: Mamba Is Efficient Multi-scale Learner for Text-video Retrieval AAAI 2025 Stochastic Chameleons: Irrelevant Context Hallucinations Reveal Class-Based (Mis)Generalization in LLMs ACL 2025 See the World, Discover Knowledge: A Chinese Factuality Evaluation for Large Vision Language Models ACL 2025 The Reasoning-Memorization Interplay in Language Models Is Mediated by a Single Direction ACL 2025 AnyTalk: Multi-modal Driven Multi-domain Talking Head Generation AAAI 2025 MMAU: A Holistic Benchmark of Agent Capabilities Across Diverse Domains NAACL 2025 TimeCHEAT: A Channel Harmony Strategy for Irregularly Sampled Multivariate Time Series Analysis AAAI 2025 depyf: Open the Opaque Box of PyTorch Compiler for Machine Learning Researchers JMLR 2025 TIS-DPO: Token-level Importance Sampling for Direct Preference Optimization With Estimated Weights ICLR 2025 Contrastive Localized Language-Image Pre-Training ICML 2025 Revisit Large-Scale Image-Caption Data in Pre-training Multimodal Foundation Models ICLR 2025 A0: An Affordance-Aware Hierarchical Model for General Robotic Manipulation ICCV 2025 ETVA: Evaluation of Text-to-Video Alignment via Fine-grained Question Generation and Answering ICCV 2025 EvaGaussians: Event Stream Assisted Gaussian Splatting from Blurry Images ICCV 2025 Enhancing Reinforcement Learning with Dense Rewards from Language Model Critic EMNLP 2024 How to Continually Adapt Text-to-Image Diffusion Models for Flexible Customization? NIPS 2024 Mixup-Induced Domain Extrapolation for Domain Generalization AAAI 2024 Exploiting Auxiliary Caption for Video Grounding AAAI 2024 Direct Large Language Model Alignment Through Self-Rewarding Contrastive Prompt Distillation ACL 2024 RAP: Efficient Text-Video Retrieval with Sparse-and-Correlated Adapter ACL 2024 Real-Time Exposure Correction via Collaborative Transformations and Adaptive Sampling CVPR 2024 VeCLIP: Improving CLIP Training via Visual-enriched Captions ECCV 2024 Uncertainty-aware sign language video retrieval with probability distribution modeling ECCV 2024 Mechanistic Understanding and Mitigation of Language Model Non-Factual Hallucinations EMNLP 2024 Efficient ConvBN Blocks for Transfer Learning and Beyond ICLR 2024 Successor Features for Efficient Multi-Subject Controlled Text Generation ICML 2024 Textual Inversion and Self-supervised Refinement for Radiology Report Generation MICCAI 2024 Empowering Unsupervised Domain Adaptation With Large-Scale Pre-Trained Vision-Language Models WACV 2024 Analyzing Multi-Sentence Aggregation in Abstractive Summarization via the Shapley Value EMNLP 2023 G2L: Semantically Aligned and Uniform Video Grounding via Geodesic and Game Theory ICCV 2023 Iterative Proposal Refinement for Weakly-Supervised Video Grounding CVPR 2023 RGI: robust GAN-inversion for mask-free image inpainting and unsupervised pixel-wise anomaly detection ICLR 2023 Systematic Rectification of Language Models via Dead-end Analysis ICLR 2023 Responsible AI Considerations in Text Summarization Research: A Review of Current Practices EMNLP 2023 Learning with Rejection for Abstractive Text Summarization EMNLP 2022 Information Gain Propagation: a New Way to Graph Active Learning with Soft Labels ICLR 2022 Unsupervised Pre-Training for Temporal Action Localization Tasks CVPR 2022 Hallucinated but Factual! Inspecting the Factuality of Hallucinations in Abstractive Summarization ACL 2022 LocVTP: Video-Text Pre-training for Temporal Localization ECCV 2022 RIM: Reliable Influence-based Active Learning on Graphs NIPS 2021 BatchQuant: Quantized-for-all Architecture Search with Robust Quantizer NIPS 2021 CoLA: Weakly-Supervised Temporal Action Localization With Snippet Contrastive Learning CVPR 2021 On Pursuit of Designing Multi-modal Transformer for Video Grounding EMNLP 2021 RR-Net: Injecting Interactive Semantics in Human-Object Interaction Detection IJCAI 2021 Factual Error Correction for Abstractive Summarization Models EMNLP 2020 TeMP: Temporal Message Passing for Temporal Knowledge Graph Completion EMNLP 2020 Referring Expression Generation Using Entity Profiles IJCNLP 2019 Referring Expression Generation Using Entity Profiles EMNLP 2019