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  • ⚽ Hi, I’m Ruochen Li
  • 👀 I’m interested in Deep Learning and Machine Learning
  • 🌱 I’m currently interested in Graph Neural Networks (GNNs) and Time Series analysis
  • 📫 How to reach me: [email protected]

Ruochen Li's Projects

-cvpr-2022-everything-at-once icon -cvpr-2022-everything-at-once

This is the official implementation of "Everything at Once - Multi-modal Fusion Transformer for Video Retrieval". CVPR 2022

-cvpr-2024-hpnet icon -cvpr-2024-hpnet

[CVPR 2024] HPNet: Dynamic Trajectory Forecasting with Historical Prediction Attention

-iccv-2023-tutr- icon -iccv-2023-tutr-

ICCV2023 TUTR: Trajectory Unified Transformer for Pedestrian Trajectory Prediction

-neurips-2023-onenet icon -neurips-2023-onenet

This is an official PyTorch implementation of the NeurIPS 2023 paper 《OneNet: Enhancing Time Series Forecasting Models under Concept Drift by Online Ensembling》

ac-vrnn icon ac-vrnn

PyTorch code for CVIU paper "AC-VRNN: Attentive Conditional-VRNN for Multi-Future Trajectory Prediction"

adamwr icon adamwr

Implements https://arxiv.org/abs/1711.05101 AdamW optimizer, cosine learning rate scheduler and "Cyclical Learning Rates for Training Neural Networks" https://arxiv.org/abs/1506.01186 for PyTorch framework

agentformer icon agentformer

[ICCV 2021] Official PyTorch Implementation of "AgentFormer: Agent-Aware Transformers for Socio-Temporal Multi-Agent Forecasting".

autoformer icon autoformer

About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

basisformer icon basisformer

This is the pytorch implementation of Basisformer in the Neurips paper: [BasisFormer: Attention-based Time Series Forecasting with Learnable and Interpretable Basis]

batraj-behavior-aware-model icon batraj-behavior-aware-model

[AAAI 2024] Official PyTorch Implementation of ''BAT: Behavior-Aware Human-Like Trajectory Prediction for Autonomous Driving''.

bot icon bot

Implementation of "Bag of Tricks for Node Classification with Graph Neural Networks" based on DGL

bp-sgcn icon bp-sgcn

This repository is created for BP-SGCN.

causalhtp icon causalhtp

The official PyTorch code implementation of "Human Trajectory Prediction via Counterfactual Analysis" in ICCV 2021.

cylinder3d icon cylinder3d

Rank 1st in the leaderboard of SemanticKITTI semantic segmentation (both single-scan and multi-scan) (Nov. 2020) (CVPR2021 Oral)

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