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Zhenlan Ji

Assitant Professor

Nara Institute of Science and Technology（NAIST）

Japan

Research Interests

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Articles (11)

Year:

2026

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2026

Year:

2026

Year:

2025

Year:

2025

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2025

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2025

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2024

Year:

2023

Year:

2023

Year:

2023

Collaborators (2)

Shing Chi Cheung

Professor

The Hong Kong University of Science and Technology

HONG KONG

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Shuai Wang

Assistant Professor

The Hong Kong University of Science and Technology

HONG KONG

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Zhenlan Ji

Research Interests

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Articles (11)

CAM: A Causality-Based Analysis Framework for Multi-agent Code Generation Systems

Function Calling as a Flexible LLM Defense Add-On: Capability and Application Exploration

Reeq : Testing and Mitigating Ethically Inconsistent Suggestions of Large Language Models with Reflective Equilibrium

Privacy-preserving and Verifiable Causal Prescriptive Analytics

The Phantom Menace in Crypto-Based PET-Hardened Deep Learning Models: Invisible Configuration-Induced Attacks

G uardrail : Automated Integrity Constraint Synthesis From Noisy Data

Causality-Aided Evaluation and Explanation of Large Language Model-Based Code Generation

Enabling Runtime Verification of Causal Discovery Algorithms with Automated Conditional Independence Reasoning

Causality-Aided Trade-Off Analysis for Machine Learning Fairness

Perfce: Performance Debugging on Databases with Chaos Engineering-Enhanced Causality Analysis

CC: Causality-Aware Coverage Criterion for Deep Neural Networks

Collaborators (2)

Shing Chi Cheung

Shuai Wang

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