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Yongfeng Zhang's Projects

formal-llm icon formal-llm

Formal-LLM: Integrating Formal Language and Natural Language for Controllable LLM-based Agents

gnnpapers icon gnnpapers

Must-read papers on graph neural network (GNN)

interpret icon interpret

Fit interpretable models. Explain blackbox machine learning.

jrl icon jrl

Code for paper: Joint Representation Learning for Top-N Recommendation with Heterogenous Information Sources

lmf icon lmf

Code for paper: Localized matrix factorization for recommendation based on matrix block diagonal forms

loger icon loger

Faithfully Explainable Recommendation via Neural Logic Reasoning

mobile-aloha icon mobile-aloha

Mobile ALOHA: Learning Bimanual Mobile Manipulation with Low-Cost Whole-Body Teleoperation

models icon models

Models and examples built with TensorFlow

ncr icon ncr

Neural Collaborative Reasoning

ncrproject icon ncrproject

This is my implementation of Neural Collaborative Reasoning.

nete icon nete

Codes and Datasets for the paper: CIKM'20, Generate Neural Template Explanations for Recommendation

neural-lp icon neural-lp

Differentiable Learning of Logical Rules for Knowledge Base Reasoning

neuralresponseranking icon neuralresponseranking

Data and Code on Response Ranking with Deep Matching Networks and External Knowledge in Information-seeking Conversation Systems (SIGIR 2018)

nlr icon nlr

Neural Logic Reasoning

nphardeval icon nphardeval

Repository for the LLM-based MAS Reasoning Ability Increment Architecture

open-assistant icon open-assistant

OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

openagi icon openagi

OpenAGI: Open-Source AGI Research Platform for Complex Task-Solving

openp5 icon openp5

OpenP5: Benchmarking Foundation Models for Recommendation

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