Tianyu Wang

39 papers · 2019–2025 · 13 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (13) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (11) 🌈 Renaissance Researcher (6) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (15) 🏃 Academic Marathon (6) 🧭 Keyword Pioneer 🏆 Grand Slam 🏆 Keyword Champion (2) 💎 Century Club (39) 🔥 Unstoppable (7) 🚀 Conference Pioneer ⚡ Prolific Year (8) 🗃️ Keyword Collector (210) ❓ The Questioner

Conferences

CVPR (12) NIPS (8) CORL (3) ICCV (3) RSS (3) ACL (2) ICML (2) AAAI (1) AISTATS (1) ECCV (1) ICLR (1) JMLR (1) L4DC (1)

Top co-authors

Chi-Wing Fu (7) Xiaowei Hu (5) Yanwei Fu (3) miaomiao Liu (3) Zhe Lin (3) Howie Choset (3) Soo Ye Kim (3) Daniel Goldman (3) Jiashuo Liu (2) Peng Cui (2)

Research topics

Robotics (1) Statistics (1)

Keywords

semantic segmentation (5) instance segmentation (4) point cloud (4) regret bound (3) 3d vision (3) shadow detection (3) geometric mechanics (3) object detection (3) motion planning (3) online algorithm (2) distribution shift (2) occlusion handling (2) multi-armed bandit (2) convolutional neural network (2) image editing (2) hand pose estimation (2) image restoration (2) video generation (2) scene understanding (2) multimodal learning (2)

Papers

HOP: Heterogeneous Topology-based Multimodal Entanglement for Co-Speech Gesture Generation CVPR 2025

ObjectMover: Generative Object Movement with Video Prior CVPR 2025

Mutual Effort for Efficiency: A Similarity-based Token Pruning for Vision Transformers in Self-Supervised Learning ICLR 2025

FastUMI: A Scalable and Hardware-Independent Universal Manipulation Interface with Dataset CORL 2025

DCHM: Depth-Consistent Human Modeling for Multiview Detection ICCV 2025

MegaAgent: A Large-Scale Autonomous LLM-based Multi-Agent System Without Predefined SOPs ACL 2025

Generative Video Propagation CVPR 2025

3D-LLaVA: Towards Generalist 3D LMMs with Omni Superpoint Transformer CVPR 2025

MetaShadow: Object-Centered Shadow Detection, Removal, and Synthesis CVPR 2025

CAP-Net: A Unified Network for 6D Pose and Size Estimation of Categorical Articulated Parts from a Single RGB-D Image CVPR 2025

UrbanDataLayer: A Unified Data Pipeline for Urban Science NIPS 2024

Is Cross-validation the Gold Standard to Estimate Out-of-sample Model Performance? NIPS 2024

Mining Supervision for Dynamic Regions in Self-Supervised Monocular Depth Estimation CVPR 2024

Winnie: Task-Oriented Dialog System with Structure-Aware Contrastive Learning and Enhanced Policy Planning AAAI 2024

TaMMa: Target-driven Multi-subscene Mobile Manipulation CORL 2024

Geometry-Calibrated DRO: Combating Over-Pessimism with Free Energy Implications ICML 2024

Evaluation of Text-to-Video Generation Models: A Dynamics Perspective NIPS 2024

Gait design for limbless obstacle aided locomotion using geometric mechanics RSS 2023

On the Need for a Language Describing Distribution Shifts: Illustrations on Tabular Datasets NIPS 2023

Dynamic Handover: Throw and Catch with Bimanual Hands CORL 2023

WYWEB: A NLP Evaluation Benchmark For Classical Chinese ACL 2023

Hedging against Complexity: Distributionally Robust Optimization with Parametric Approximation AISTATS 2023

Learning Weather-General and Weather-Specific Features for Image Restoration Under Multiple Adverse Weather Conditions CVPR 2023

H2ONet: Hand-Occlusion-and-Orientation-Aware Network for Real-Time 3D Hand Mesh Reconstruction CVPR 2023

SILT: Shadow-Aware Iterative Label Tuning for Learning to Detect Shadows from Noisy Labels ICCV 2023

Lipschitz Bandits with Batched Feedback NIPS 2022

Sparse2Dense: Learning to Densify 3D Features for 3D Object Detection NIPS 2022

A Direct Approximation of AIXI Using Logical State Abstractions NIPS 2022

Spatially Invariant Unsupervised 3D Object-Centric Learning and Scene Decomposition ECCV 2022

Moving sidewinding forward: optimizing contact patterns for limbless robots via geometric mechanics RSS 2021

FLAME: A Fast Large-scale Almost Matching Exactly Approach to Causal Inference JMLR 2021

Towards Accurate Alignment in Real-Time 3D Hand-Mesh Reconstruction ICCV 2021

Single-Stage Instance Shadow Detection With Bidirectional Relation Learning CVPR 2021

Bandits for BMO Functions ICML 2020

Adaptive Discretization for Model-Based Reinforcement Learning NIPS 2020

Instance Shadow Detection CVPR 2020

Learning Navigation Costs from Demonstrations with Semantic Observations L4DC 2020

Frequency Modulation of Body Waves to Improve Performance of Limbless Robots RSS 2020

Spatial Attentive Single-Image Deraining With a High Quality Real Rain Dataset CVPR 2019