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Shimin Di

Research Assistant Professor

The Hong Kong University of Science and Technology

China

Research Interests

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Professors in Artificial Intelligence

Articles (20)

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2026

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2026

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2026

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2025

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2025

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2025

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2025

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2025

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2024

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2024

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2024

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2024

Collaborators (9)

Chen Zhang

Assistant Professor

The Hong Kong Polytechnic University

HONG KONG

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Yadi Cao

Assistant Professor

University of Central Florida

UNITED STATES

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Haoyang Li

Research Assistant Professor

The Hong Kong Polytechnic University

HONG KONG

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Jiachuan Wang

Specially Appointed Assistant Professor

University of Tsukuba

JAPAN

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Quanming Yao

Tenure-track Assistant Professor

Tsinghua University

CHINA

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Shaowu Pan

Assistant Professor

Rensselaer Polytechnic Institute

UNITED STATES

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Mohammad Khaja Nazeeruddin

Professor

École Polytechnique Fédérale de Lausanne

SWITZERLAND

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Guixiang Li

Professor

Southeast University

CHINA

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Xiaofang Zhou

Professor

The Hong Kong University of Science and Technology

HONG KONG

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Shimin Di

Research Interests

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Articles (20)

Towards system-level artificial intelligence in perovskite photovoltaics

TravelEval: A Comprehensive Benchmarking Framework for Evaluating LLM-Powered Travel Planning Agents

Proficient Graph Neural Network Design by Accumulating Knowledge on Large Language Models

A Pilot Empirical Study on When and How to Use Knowledge Graphs as Retrieval Augmented Generation

Foam-Agent: A large language model-based multi-agent framework for automating computational fluid dynamics workflows

Code2MCP: Transforming Code Repositories into MCP Services

PeroMAS: A Multi-agent System of Perovskite Material Discovery

SAKE: Self-aware Knowledge Exploitation-Exploration for Grounded Multimodal Named Entity Recognition

Towards Self-cognitive Exploration: Metacognitive Knowledge Graph Retrieval Augmented Generation

RobustReviewAI: A Robustness Evaluation System for AI-Powered Peer Review

Efficient Latent-based Scoring Function Search for N-ary Relational Knowledge Bases

Understanding the Embedding Models on Hyper-relational Knowledge Graph

RemoteSAM: Towards Segment Anything for Earth Observation

UEMM-Air: Enable UAVs to Undertake More Multi-modal Tasks

ESCFD: Probabilistic Flow Diffusion Model for Accelerated High-Quality Single-Cell RNA-seq Data Synthesis

FGRCAT: A fine-grained reasoning framework through causality and adversarial training

A Universal and Interpretable Method for Enhancing Stock Price Prediction

Learning from Emergence: A Study on Proactively Inhibiting the Monosemantic Neurons of Artificial Neural Networks

SimDiff: Simple Denoising Probabilistic Latent Diffusion Model for Data Augmentation on Multi-modal Knowledge Graph

E<sup>2</sup>GCL: Efficient and Expressive Contrastive Learning on Graph Neural Networks

Collaborators (9)

Chen Zhang

Yadi Cao

Haoyang Li

Jiachuan Wang

Quanming Yao

Shaowu Pan

Mohammad Khaja Nazeeruddin

Guixiang Li

Xiaofang Zhou

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