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Hey, this is Yaochen :) I'm:

🔭 A CS Ph.D. student at the University of Virginia
🌱 An amatuer guitar player who happens to know math and code
😄 A researcher that explores probability and causality in data mining

Yaochen Zhu's Projects

cvae icon cvae

Re-implementation of collaborative variational auto-encoder (CVAE) in tensorflow.keras. (KDD'17, Li & She)

deep-deconf icon deep-deconf

Official codes of paper "Deep causal reasoning for recommendations (Deep-Deconf)". (TIST'23)

llm4rec icon llm4rec

(WWW'24) The first RS that tightly combines LLM with ID-based RS.

md-cvae icon md-cvae

Official codes of "Mutually-Regularized Dual Collaborative Variational Auto-encoder for Recommendation Systems" (WWW'22)

mmdqen icon mmdqen

Multimodal deep quality embedding network (MMDQEN) for affective video content analysis. (MM'19, TAFFC'20)

mmved icon mmved

Official codes of paper "multimodal deep variational information bottleneck for micro-video popularity prediction". (WWW'20)

psf-vae icon psf-vae

Official codes of "Path-Specific Counterfactual Fairness for Recommender System (PSF-VAE)". (KDD'23)

pygdebias icon pygdebias

Open-source Library PyGDebias: Graph Datasets and Fairness-Aware Graph Mining Algorithms

vbae icon vbae

Official codes of "Collaborative variational bandwidth auto-encoder (VBAE) for recommender systems". (TKDE'22)

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