Tianyu He
28 papers · 2018–2026 · 10 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (46) π Conference Polyglot Β· Gold π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π€
Dynamic Duo
(11)
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Grand Slam
ποΈ
Keyword Collector
(137)
β‘
Prolific Year Β· Productive
π₯
Unstoppable Β· Bronze
β
The Questioner
(2)
π
Century Club Β· Bronze
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Conference Pioneer
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Renaissance Researcher
(6)
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Trend Setter
Venues
Top co-authors
Research topics
Deep Learning
(18)
Artificial Intelligence
(12)
Machine Learning
(12)
Core AI
(10)
Computer Vision
(9)
Architectures
(9)
Learning Types Β· Machine Learning
(7)
Models
(6)
Analysis
(5)
Techniques
(5)
Core Methods
(4)
Generation
(4)
Natural Language Processing
(3)
Applications
(3)
Learning Types Β· Deep Learning
(3)
Keywords
person re-identification
(3)
video generation
(3)
image translation
(2)
neural network
(2)
neural machine translation
(2)
in-context learning
(2)
convolutional neural network
(2)
diffusion model
(2)
large language model
(2)
generative adversarial network
(2)
zero-shot learning
(2)
self-supervised learning
(2)
attention mechanism
(2)
transformer architecture
(2)
text-to-video generation
(2)
audio-visual synthesis
(1)
video synthesis
(1)
autoregressive transformer
(1)
multimodal learning
(1)
sound source localization
(1)
Papers
HiTVideo: Hierarchical Tokenizers for Enhancing Text-to-Video Generation with Autoregressive Large Language Models
AAAI 2026
Sonic4D: Spatial Audio Generation for Immersive 4D Scene Exploration
AAAI 2026
3D-LLaVA: Towards Generalist 3D LMMs with Omni Superpoint Transformer
CVPR 2025
(How) Can Transformers Predict Pseudo-Random Numbers?
ICML 2025
InstructAvatar: Text-Guided Emotion and Motion Control for Avatar Generation
AAAI 2025
Universal Sharpness Dynamics in Neural Network Training: Fixed Point Analysis, Edge of Stability, and Route to Chaos
ICLR 2025
Video In-context Learning: Autoregressive Transformers are Zero-Shot Video Imitators
ICLR 2025
VidTwin: Video VAE with Decoupled Structure and Dynamics
CVPR 2025
ASA: An Auditory Spatial Attention Dataset with Multiple Speaking Locations
Interspeech 2024
Compositional 3D-aware Video Generation with LLM Director
NeurIPS 2024
End-to-End Rate-Distortion Optimized 3D Gaussian Representation
ECCV 2024
GAIA: Zero-shot Talking Avatar Generation
ICLR 2024
Is Vanilla MLP in Neural Radiance Field Enough for Few-shot View Synthesis?
CVPR 2024
Learning to grok: Emergence of in-context learning and skill composition in modular arithmetic tasks
NeurIPS 2024
To Grok or not to Grok: Disentangling Generalization and Memorization on Corrupted Algorithmic Datasets
ICLR 2024
Critical Initialization of Wide and Deep Neural Networks using Partial Jacobians: General Theory and Applications
NeurIPS 2023
HiFace: High-Fidelity 3D Face Reconstruction by Learning Static and Dynamic Details
ICCV 2023
MusicAgent: An AI Agent for Music Understanding and Generation with Large Language Models
EMNLP 2023
Cloth-Changing Person Re-Identification From a Single Image With Gait Prediction and Regularization
CVPR 2022
Image Coding for Machines with Omnipotent Feature Learning
ECCV 2022
Dense Interaction Learning for Video-Based Person Re-Identification
ICCV 2021
Enhance Image as You Like with Unpaired Learning
IJCAI 2021
Partial Person Re-Identification With Part-Part Correspondence Learning
CVPR 2021
Learning to Transfer: Unsupervised Domain Translation via Meta-Learning
AAAI 2020
Deliberation Learning for Image-to-Image Translation
IJCAI 2019
Multi-Agent Dual Learning
ICLR 2019
Tied Transformers: Neural Machine Translation with Shared Encoder and Decoder
AAAI 2019
Layer-Wise Coordination between Encoder and Decoder for Neural Machine Translation
NeurIPS 2018