Tianyu He
28 papers · 2018–2026 · 10 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (12) 🌍 Conference Polyglot (10) 🏃 Academic Marathon (7) 🧭 Keyword Pioneer 🌈 Renaissance Researcher (7)
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Renaissance Researcher
(7)
🐣
Hot Topic Early Bird
🌍
Conference Polyglot
(10)
🤝
Dynamic Duo
(10)
🏆
Grand Slam
🧬
Topic Evolution
💎
Century Club
(26)
🚀
Conference Pioneer
📈
Trend Setter
❓
The Questioner
(2)
⚡
Prolific Year
(7)
🗃️
Keyword Collector
(114)
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Unstoppable
(8)
Conferences
AAAI (5)
CVPR (5)
ICLR (5)
NIPS (4)
ECCV (2)
ICCV (2)
IJCAI (2)
EMNLP (1)
ICML (1)
INTERSPEECH (1)
Top co-authors
Keywords
person re-identification
(3)
attention mechanism
(2)
diffusion model
(2)
convolutional neural network
(2)
large language model
(2)
transformer architecture
(2)
neural machine translation
(2)
text-to-video generation
(2)
neural network
(2)
generative adversarial network
(2)
scene understanding
(1)
audio-visual synthesis
(1)
knowledge distillation
(1)
in-context learning
(1)
domain adaptation
(1)
self-supervised learning
(1)
channel attention
(1)
video synthesis
(1)
volume rendering
(1)
facial animation
(1)
Papers
Sonic4D: Spatial Audio Generation for Immersive 4D Scene Exploration
AAAI 2026
HiTVideo: Hierarchical Tokenizers for Enhancing Text-to-Video Generation with Autoregressive Large Language Models
AAAI 2026
VidTwin: Video VAE with Decoupled Structure and Dynamics
CVPR 2025
(How) Can Transformers Predict Pseudo-Random Numbers?
ICML 2025
InstructAvatar: Text-Guided Emotion and Motion Control for Avatar Generation
AAAI 2025
Video In-context Learning: Autoregressive Transformers are Zero-Shot Video Imitators
ICLR 2025
Universal Sharpness Dynamics in Neural Network Training: Fixed Point Analysis, Edge of Stability, and Route to Chaos
ICLR 2025
3D-LLaVA: Towards Generalist 3D LMMs with Omni Superpoint Transformer
CVPR 2025
ASA: An Auditory Spatial Attention Dataset with Multiple Speaking Locations
INTERSPEECH 2024
Learning to grok: Emergence of in-context learning and skill composition in modular arithmetic tasks
NIPS 2024
To Grok or not to Grok: Disentangling Generalization and Memorization on Corrupted Algorithmic Datasets
ICLR 2024
Compositional 3D-aware Video Generation with LLM Director
NIPS 2024
GAIA: Zero-shot Talking Avatar Generation
ICLR 2024
Is Vanilla MLP in Neural Radiance Field Enough for Few-shot View Synthesis?
CVPR 2024
End-to-End Rate-Distortion Optimized 3D Gaussian Representation
ECCV 2024
MusicAgent: An AI Agent for Music Understanding and Generation with Large Language Models
EMNLP 2023
Critical Initialization of Wide and Deep Neural Networks using Partial Jacobians: General Theory and Applications
NIPS 2023
HiFace: High-Fidelity 3D Face Reconstruction by Learning Static and Dynamic Details
ICCV 2023
Image Coding for Machines with Omnipotent Feature Learning
ECCV 2022
Cloth-Changing Person Re-Identification From a Single Image With Gait Prediction and Regularization
CVPR 2022
Enhance Image as You Like with Unpaired Learning
IJCAI 2021
Partial Person Re-Identification With Part-Part Correspondence Learning
CVPR 2021
Dense Interaction Learning for Video-Based Person Re-Identification
ICCV 2021
Learning to Transfer: Unsupervised Domain Translation via Meta-Learning
AAAI 2020
Tied Transformers: Neural Machine Translation with Shared Encoder and Decoder
AAAI 2019
Deliberation Learning for Image-to-Image Translation
IJCAI 2019
Multi-Agent Dual Learning
ICLR 2019
Layer-Wise Coordination between Encoder and Decoder for Neural Machine Translation
NIPS 2018