Chao Huang 0001 - researchr alias

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2025

Unsupervised Low-Light Image Enhancement With Self-Paced LearningYu Luo 0004, Xuanrong Chen, Jie Ling 0002, Chao Huang 0001, Wei Zhou 0021, Guanghui Yue 0001. tmm, 27:1808-1820, 2025. [doi]

Dual-Channel Multiplex Graph Neural Networks for RecommendationXiang Li 0111, Chaofan Fu, Zhongying Zhao, Guangjie Zheng, Chao Huang 0001, Yanwei Yu, Junyu Dong. tkde, 37(6):3327-3341, June 2025. [doi]

LightGNN: Simple Graph Neural Network for RecommendationGuoxuan Chen, Lianghao Xia, Chao Huang 0001. wsdm 2025: 549-558 [doi]

Seeing the Unseen: Learning Basis Confounder Representations for Robust Traffic PredictionJiahao Ji, Wentao Zhang, Jingyuan Wang 0001, Chao Huang 0001. kdd 2025: 577-588 [doi]

DiffGraph: Heterogeneous Graph Diffusion ModelZongwei Li, Lianghao Xia, Hua Hua, Shijie Zhang, Shuangyang Wang, Chao Huang 0001. wsdm 2025: 40-49 [doi]

MixRec: Heterogeneous Graph Collaborative FilteringLianghao Xia, Meiyan Xie, Yong Xu 0007, Chao Huang 0001. wsdm 2025: 136-145 [doi]

Justice or Prejudice? Quantifying Biases in LLM-as-a-JudgeJiayi Ye, Yanbo Wang, Yue Huang, Dongping Chen, Qihui Zhang, Nuno Moniz, Tian Gao, Werner Geyer, Chao Huang 0001, Pin-Yu Chen, Nitesh V. Chawla, Xiangliang Zhang 0001. iclr 2025: [doi]

2024

Large Language Models for Graphs: Progresses and DirectionsChao Huang 0001, Xubin Ren, Jiabin Tang, Dawei Yin, Nitesh V. Chawla. WWW 2024: 1284-1287 [doi]

GraphPro: Graph Pre-training and Prompt Learning for RecommendationYuhao Yang 0002, Lianghao Xia, Da Luo, Kangyi Lin, Chao Huang 0001. WWW 2024: 3690-3699 [doi]

Reinventing Node-centric Traffic Forecasting for Improved Accuracy and EfficiencyXu Liu 0014, Yuxuan Liang, Chao Huang 0001, Hengchang Hu, Yushi Cao, Bryan Hooi, Roger Zimmermann. pkdd 2024: 21-38 [doi]

Trajectory-User Linking via Hierarchical Spatio-Temporal Attention NetworksWei Chen, Chao Huang 0001, Yanwei Yu, Yongguo Jiang, Junyu Dong. tkdd, 18(4), May 2024. [doi]

MHGCN+: Multiplex Heterogeneous Graph Convolutional NetworkChaofan Fu, Pengyang Yu, Yanwei Yu, Chao Huang 0001, Zhongying Zhao, Junyu Dong. tist, 15(3), June 2024. [doi]

DiffMM: Multi-Modal Diffusion Model for RecommendationYangqin Jiang, Lianghao Xia, Wei Wei 0027, Da Luo, Kangyi Lin, Chao Huang 0001. mm 2024: 7591-7599 [doi]

RecDiff: Diffusion Model for Social RecommendationZongwei Li, Lianghao Xia, Chao Huang 0001. CIKM 2024: 1346-1355 [doi]

FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic PredictionZhonghang Li, Lianghao Xia, Yong Xu 0007, Chao Huang 0001. icml 2024: [doi]

UrbanGPT: Spatio-Temporal Large Language ModelsZhonghang Li, Lianghao Xia, Jiabin Tang, Yong Xu 0007, Lei Shi, Long Xia, Dawei Yin, Chao Huang 0001. kdd 2024: 5351-5362 [doi]

MCN4Rec: Multi-level Collaborative Neural Network for Next Location RecommendationShuzhe Li, Wei Chen, Bin Wang 0045, Chao Huang 0001, Yanwei Yu, Junyu Dong. tois, 42(4), July 2024. [doi]

XRec: Large Language Models for Explainable RecommendationQiyao Ma, Xubin Ren, Chao Huang 0001. emnlp 2024: 391-402 [doi]

A Survey of Large Language Models for GraphsXubin Ren, Jiabin Tang, Dawei Yin, Nitesh V. Chawla, Chao Huang 0001. kdd 2024: 6616-6626 [doi]

Representation Learning with Large Language Models for RecommendationXubin Ren, Wei Wei, Lianghao Xia, Lixin Su, Suqi Cheng, Junfeng Wang, Dawei Yin, Chao Huang 0001. WWW 2024: 3464-3475 [doi]

EasyST: A Simple Framework for Spatio-Temporal PredictionJiabin Tang, Wei Wei 0027, Lianghao Xia, Chao Huang 0001. CIKM 2024: 2220-2229 [doi]

GraphGPT: Graph Instruction Tuning for Large Language ModelsJiabin Tang, Yuhao Yang 0002, Wei Wei 0027, Lei Shi, Lixin Su, Suqi Cheng, Dawei Yin, Chao Huang 0001. sigir 2024: 491-500 [doi]

HiGPT: Heterogeneous Graph Language ModelJiabin Tang, Yuhao Yang 0002, Wei Wei 0027, Lei Shi, Long Xia, Dawei Yin, Chao Huang 0001. kdd 2024: 2842-2853 [doi]

OpenGraph: Towards Open Graph Foundation ModelsLianghao Xia, Ben Kao, Chao Huang 0001. emnlp 2024: 2365-2379 [doi]

Multi-Behavior Graph Neural Networks for Recommender SystemLianghao Xia, Chao Huang 0001, Yong Xu 0007, Peng Dai, Liefeng Bo. tnn, 35(4):5473-5487, April 2024. [doi]

Graph Augmentation for RecommendationQianru Zhang, Lianghao Xia, Xuheng Cai, Siu-Ming Yiu, Chao Huang 0001, Christian S. Jensen. icde 2024: 557-569 [doi]

2023

Denoised Self-Augmented Learning for Social RecommendationTianle Wang 0006, Lianghao Xia, Chao Huang 0001. IJCAI 2023: 2324-2331 [doi]

Fair Graph Representation Learning via Diverse Mixture-of-ExpertsZheyuan Liu 0010, Chunhui Zhang, Yijun Tian 0001, Erchi Zhang, Chao Huang 0001, Yanfang Ye 0001, Chuxu Zhang. WWW 2023: 28-38 [doi]

LightGCL: Simple Yet Effective Graph Contrastive Learning for RecommendationXuheng Cai, Chao Huang 0001, Lianghao Xia, Xubin Ren. iclr 2023: [doi]

How Expressive are Graph Neural Networks in Recommendation?Xuheng Cai, Lianghao Xia, Xubin Ren, Chao Huang 0001. CIKM 2023: 173-182 [doi]

Dynamic Multi-View Graph Neural Networks for Citywide Traffic InferenceShaojie Dai, Jinshuai Wang, Chao Huang 0001, Yanwei Yu, Junyu Dong. tkdd, 17(4), May 2023. [doi]

Multiplex Heterogeneous Graph Neural Network with Behavior Pattern ModelingChaofan Fu, Guanjie Zheng, Chao Huang 0001, Yanwei Yu, Junyu Dong. kdd 2023: 482-494 [doi]

Spatio-Temporal Self-Supervised Learning for Traffic Flow PredictionJiahao Ji, Jingyuan Wang, Chao Huang 0001, Junjie Wu 0002, Boren Xu, Zhenhe Wu, Junbo Zhang, Yu Zheng. AAAI 2023: 4356-4364 [doi]

Adaptive Graph Contrastive Learning for RecommendationYangqin Jiang, Chao Huang 0001, Lianghao Huang. kdd 2023: 4252-4261 [doi]

Graph Transformer for RecommendationChaoliu Li, Lianghao Xia, Xubin Ren, Yaowen Ye, Yong Xu 0007, Chao Huang 0001. sigir 2023: 1680-1689 [doi]

GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural NetworksZhonghang Li, Lianghao Xia, Yong Xu, Chao Huang 0001. nips 2023: [doi]

LargeST: A Benchmark Dataset for Large-Scale Traffic ForecastingXu Liu, Yutong Xia, Yuxuan Liang, Junfeng Hu 0001, Yiwei Wang, Lei Bai 0001, Chao Huang 0001, Zhenguang Liu, Bryan Hooi, Roger Zimmermann. nips 2023: [doi]

Disentangled Contrastive Collaborative FilteringXubin Ren, Lianghao Xia, Jiashu Zhao, Dawei Yin, Chao Huang 0001. sigir 2023: 1137-1146 [doi]

Robust anomaly detection for multivariate time series through temporal GCNs and attention-based VAEYunfei Shi, Bin Wang, Yanwei Yu, Xianfeng Tang, Chao Huang 0001, Junyu Dong. kbs, 275:110725, 2023. [doi]

Multi-Behavior Sequential Recommendation With Temporal Graph TransformerLianghao Xia, Chao Huang 0001, Yong Xu 0007, Jian Pei. tkde, 35(6):6099-6112, June 2023. [doi]

Knowledge Graph Self-Supervised Rationalization for RecommendationYuhao Yang, Chao Huang 0001, Lianghao Xia, Chunzhen Huang. kdd 2023: 3046-3056 [doi]

Graph Masked Autoencoder for Sequential RecommendationYaowen Ye, Lianghao Xia, Chao Huang 0001. sigir 2023: 321-330 [doi]

2022

RecipeRec: A Heterogeneous Graph Learning Model for Recipe RecommendationYijun Tian 0001, Chuxu Zhang, Zhichun Guo, Chao Huang 0001, Ronald A. Metoyer, Nitesh V. Chawla. IJCAI 2022: 3466-3472 [doi]

Heterogeneous graph neural network for attribute completionKai Wang 0014, Yanwei Yu, Chao Huang 0001, Zhongying Zhao, Junyu Dong. kbs, 251:109171, 2022. [doi]

Spatial-Temporal Hypergraph Self-Supervised Learning for Crime PredictionZhonghang Li, Chao Huang 0001, Lianghao Xia, Yong Xu, Jian Pei. icde 2022: 2984-2996 [doi]

Representation Learning on Variable Length and Incomplete Wearable-Sensory Time SeriesXian Wu, Chao Huang 0001, Pablo Robles-Granda, Nitesh V. Chawla. tist, 13(6), 2022. [doi]

Deep Object Detection with Example Attribute Based Prediction ModulationZhihao Wu, Chengliang Liu, Chao Huang 0001, Jie Wen 0001, Yong Xu 0001. icassp 2022: 2020-2024 [doi]

Self-Supervised Hypergraph Transformer for Recommender SystemsLianghao Xia, Chao Huang 0001, Chuxu Zhang. kdd 2022: 2100-2109 [doi]

Collaborative Reflection-Augmented Autoencoder Network for Recommender SystemsLianghao Xia, Chao Huang 0001, Yong Xu 0007, Huance Xu, Xiang Li, Weiguo Zhang. tois, 40(1), 2022. [doi]

Look Twice as Much as You Say: Scene Graph Contrastive Learning for Self-Supervised Image Caption GenerationChunhui Zhang, Chao Huang 0001, Youhuan Li, Xiangliang Zhang 0001, Yanfang Ye 0001, Chuxu Zhang. CIKM 2022: 2519-2528 [doi]

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