Yali Wang

55 papers · 2012–2026 · 9 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (9) 🏃 Academic Marathon (13) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (8) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) 🗺️ Taxonomy Completionist (74) 🤝 Dynamic Duo (40) 👑 Triple Crown 🏆 Grand Slam 👥 Mega-Team (38) 🧬 Topic Evolution 🏆 Keyword Champion 🚀 Conference Pioneer 🗃️ Keyword Collector (190) ⚡ Prolific Year (10) 🔥 Unstoppable (10) 💎 Century Club (51)

Conferences

CVPR (17) AAAI (10) ICLR (9) ICCV (7) ECCV (5) ICML (3) NIPS (2) AISTATS (1) IJCAI (1)

Top co-authors

Yu Qiao (41) Kunchang Li (18) Limin Wang (16) Yi Wang (13) Yinan He (10) Shaobin Zhuang (7) Guo Chen (6) Siran Chen (6) Zhengrong Yue (6) Jiashuo Yu (5)

Keywords

video understanding (6) multimodal learning (6) multi-agent system (5) large language model (5) object detection (4) self-supervised learning (4) action recognition (3) knowledge distillation (3) few-shot learning (3) domain adaptation (3) reinforcement learning (3) representation learning (2) temporal modeling (2) semantic segmentation (2) autonomous driving (2) zero-shot learning (2) video recognition (2) pose estimation (2) multi-task learning (2) vision transformer (2)

Papers

VideoChat-A1: Thinking with Long Videos by Chain-of-Shot Reasoning AAAI 2026

VRAgent-R1: Boosting Video Recommendation with MLLM-based Agents via Reinforcement Learning AAAI 2026

When Top-ranked Recommendations Fail: Modeling Multi-Granular Negative Feedback for Explainable and Robust Video Recommendation AAAI 2026

G-UBS: Towards Robust Understanding of Implicit Feedback via Group-Aware User Behavior Simulation AAAI 2026

VRBench: A Benchmark for Multi-Step Reasoning in Long Narrative Videos ICCV 2025

LVAgent: Long Video Understanding by Multi-Round Dynamical Collaboration of MLLM Agents ICCV 2025

H-MBA: Hierarchical MamBa Adaptation for Multi-Modal Video Understanding in Autonomous Driving AAAI 2025

Muses: 3D-Controllable Image Generation via Multi-Modal Agent Collaboration AAAI 2025

TimeStep Master: Asymmetrical Mixture of Timestep LoRA Experts for Versatile and Efficient Diffusion Models in Vision ICML 2025

TimeSuite: Improving MLLMs for Long Video Understanding via Grounded Tuning ICLR 2025

Bootstrapping Language-Guided Navigation Learning with Self-Refining Data Flywheel ICLR 2025

CG-Bench: Clue-grounded Question Answering Benchmark for Long Video Understanding ICLR 2025

Modeling Fine-Grained Hand-Object Dynamics for Egocentric Video Representation Learning ICLR 2025

OmniCorpus: A Unified Multimodal Corpus of 10 Billion-Level Images Interleaved with Text ICLR 2025

Task Preference Optimization: Improving Multimodal Large Language Models with Vision Task Alignment CVPR 2025

WeGen: A Unified Model for Interactive Multimodal Generation as We Chat CVPR 2025

V-Stylist: Video Stylization via Collaboration and Reflection of MLLM Agents CVPR 2025

TransAgent: Transfer Vision-Language Foundation Models with Heterogeneous Agent Collaboration NIPS 2024

M-BEV: Masked BEV Perception for Robust Autonomous Driving AAAI 2024

InternVideo2: Scaling Foundation Models for Multimodal Video Understanding ECCV 2024

MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI ICML 2024

VideoMamba: State Space Model for Efficient Video Understanding ECCV 2024

MVBench: A Comprehensive Multi-modal Video Understanding Benchmark CVPR 2024

Vlogger: Make Your Dream A Vlog CVPR 2024

EgoExoLearn: A Dataset for Bridging Asynchronous Ego- and Exo-centric View of Procedural Activities in Real World CVPR 2024

SEINE: Short-to-Long Video Diffusion Model for Generative Transition and Prediction ICLR 2024

InternVid: A Large-scale Video-Text Dataset for Multimodal Understanding and Generation ICLR 2024

UniFormerV2: Unlocking the Potential of Image ViTs for Video Understanding ICCV 2023

VideoMAE V2: Scaling Video Masked Autoencoders With Dual Masking CVPR 2023

Starting From Non-Parametric Networks for 3D Point Cloud Analysis CVPR 2023

MM-3DScene: 3D Scene Understanding by Customizing Masked Modeling With Informative-Preserved Reconstruction and Self-Distilled Consistency CVPR 2023

Unmasked Teacher: Towards Training-Efficient Video Foundation Models ICCV 2023

HTML: Hybrid Temporal-scale Multimodal Learning Framework for Referring Video Object Segmentation ICCV 2023

Cross Domain Object Detection by Target-Perceived Dual Branch Distillation CVPR 2022

Target-Relevant Knowledge Preservation for Multi-Source Domain Adaptive Object Detection CVPR 2022

UniFormer: Unified Transformer for Efficient Spatial-Temporal Representation Learning ICLR 2022

MorphMLP: An Efficient MLP-Like Backbone for Spatial-Temporal Representation Learning ECCV 2022

Dual-AI: Dual-Path Actor Interaction Learning for Group Activity Recognition CVPR 2022

Self-Slimmed Vision Transformer ECCV 2022

Digging Into Uncertainty in Self-Supervised Multi-View Stereo ICCV 2021

PC-HMR: Pose Calibration for 3D Human Mesh Recovery from 2D Images/Videos AAAI 2021

CT-Net: Channel Tensorization Network for Video Classification ICLR 2021

SmallBigNet: Integrating Core and Contextual Views for Video Classification CVPR 2020

Learning Attentive Pairwise Interaction for Fine-Grained Classification AAAI 2020

Context-Transformer: Tackling Object Confusion for Few-Shot Detection AAAI 2020

Mining Inter-Video Proposal Relations for Video Object Detection ECCV 2020

Adaptive Pyramid Context Network for Semantic Segmentation CVPR 2019

PA3D: Pose-Action 3D Machine for Video Recognition CVPR 2019

MetaCleaner: Learning to Hallucinate Clean Representations for Noisy-Labeled Visual Recognition CVPR 2019

Temporal Hallucinating for Action Recognition With Few Still Images CVPR 2018

RPAN: An End-To-End Recurrent Pose-Attention Network for Action Recognition in Videos ICCV 2017

Sequential Inference for Deep Gaussian Process AISTATS 2016

Gaussian Processes for Bayesian Estimation in Ordinary Differential Equations ICML 2014

A KNN Based Kalman Filter Gaussian Process Regression IJCAI 2013

A Marginalized Particle Gaussian Process Regression NIPS 2012