Jerry-jwz

AGCRN

Adaptive Graph Convolutional Recurrent Network

ASTGNN

This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/9346058.

attention-learn-to-route

Attention based model for learning to solve different routing problems

Audio-Enhancement-via-ONMF

audio-SNR

Mixing an audio file with a noise file at any Signal-to-Noise Ratio (SNR)

CAL

[KDD 2022] "Causal Attention for Interpretable and Generalizable Graph Classification" by YongduoSui, Xiang Wang, Jiancan Wu, Min Lin, Xiangnan He, Tat-Seng Chua

CAL-ACL2024

Calculate-SNR-SDR

Script to calculate SNR and SDR using python

Caseq

The official implementation for "Towards Out-of-Distribution Sequential Event Prediction: A Causal Treatment" which is accepted to NeurIPS22.

Causal-Inference-via-Style-Transfer-for-OOD-Generalisation

Here is the codebase for our accepted paper in the Research Track of KDD'23 on 'Causal-Inference-via-Style-Transfer-for-OOD-Generalisation'.

Jerry-jwz/CAL

[KDD 2022] "Causal Attention for Interpretable and Generalizable Graph Classification" by YongduoSui, Xiang Wang, Jiancan Wu, Min Lin, Xiangnan He, Tat-Seng Chua

Jerry-jwz/CAL-ACL2024

Jerry-jwz/Caseq

The official implementation for "Towards Out-of-Distribution Sequential Event Prediction: A Causal Treatment" which is accepted to NeurIPS22.

Jerry-jwz/Causal-Inference-via-Style-Transfer-for-OOD-Generalisation

Here is the codebase for our accepted paper in the Research Track of KDD'23 on 'Causal-Inference-via-Style-Transfer-for-OOD-Generalisation'.

Jerry-jwz/Causality-Inspired-GNNs

Jerry-jwz/CausalTransformer

Code for the paper "Causal Transformer for Estimating Counterfactual Outcomes"

Jerry-jwz/cfrnet

Counterfactual Regression

Jerry-jwz/CCHMM

This is the official release code of AAAI2023 accepted paper: "Causal Conditional Hidden Markov Model for Multimodal Traffic Prediction"

Jerry-jwz/cfrnet-reproduction

Reproducing Shalit et al.'s Individual Treatment Effect model. This is a deep neural net that can be applied to various problems in causal inference.

Jerry-jwz/ChatPaper

Use ChatGPT to summarize the arXiv papers.

Jerry-jwz/DIDA

Implementation Codes for NeurIPS22 paper "Dynamic Graph Neural Networks Under Spatio-Temporal Distribution Shift"

Jerry-jwz/DIR-GNN

Official code of "Discovering Invariant Rationales for Graph Neural Networks" (2022 ICLR)

Jerry-jwz/DisC

NeurIPS2022-Debiasing Graph Neural Networks via Learning Disentangled Causal Substructure

Jerry-jwz/HaluEval

This is the repository of HaluEval, a large-scale hallucination evaluation benchmark for Large Language Models.

Jerry-jwz/HGB

Revisiting, benchmarking, and refining Heterogeneous Graph Neural Networks.

Jerry-jwz/HyperSCI

Jerry-jwz/KDD23-CauSTG

The appendix and core code of model CauSTG, for accepted paper in KDD 2023.

Jerry-jwz/llm-attacks

Universal and Transferable Attacks on Aligned Language Models

Jerry-jwz/llm-past-tense

Does Refusal Training in LLMs Generalize to the Past Tense? [arXiv, July 2024]

Jerry-jwz/MAPLE

Code for Model Agnostic Sample Reweighting for Out-of-Distribution Learning

Jerry-jwz/MM-DAG

Jerry-jwz/overleaf

A web-based collaborative LaTeX editor

Jerry-jwz/pyGAT

Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)

Jerry-jwz/R-Tuning

[NAACL 2024 Outstanding Paper] Source code for the NAACL 2024 paper entitled "R-Tuning: Instructing Large Language Models to Say 'I Don't Know'"

Jerry-jwz/Say-I-Dont-Know

[ICML'2024] Can AI Assistants Know What They Don't Know?

Jerry-jwz/STEVE

Jerry-jwz/STNSCM

This is the official release code of AAAI2023 accepted paper: "Spatial temporal Neural Structural Causal Models for Bike Flow Prediction"

Jerry-jwz/TruthfulQA

TruthfulQA: Measuring How Models Imitate Human Falsehoods

Jerry-jwz/weakly-supervised-causal-representation-learning

Jerry-jwz/ZIN_official

This is the implementation for the NeurIPS 2022 paper: ZIN: When and How to Learn Invariance Without Environment Partition?