Ling Shi

Orcid: 0000-0002-2023-0247

Affiliations:
  • Nanyang Technological University, Singapore
  • National University of Singapore, Singapore (PhD 2014)


According to our database1, Ling Shi authored at least 44 papers between 2008 and 2026.

Collaborative distances:

Timeline

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Bibliography

2026
Understanding Safety-Sensitive Expert Behavior in Mixture-of-Experts LLMs.
CoRR, May, 2026

R2IF: Aligning Reasoning with Decisions via Composite Rewards for Interpretable LLM Function Calling.
CoRR, April, 2026

NeuSemSlice: Towards Effective DNN Model Maintenance via Neuron-Level Semantic Slicing.
ACM Trans. Softw. Eng. Methodol., January, 2026

Exposing the Ghost in the Transformer: Abnormal Detection for Large Language Models via Hidden State Forensics.
IEEE Trans. Inf. Forensics Secur., 2026

STEAMROLLER: A Multi-Agent System for Inclusive Automatic Speech Recognition for People Who Stutter.
Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025
Beyond Correctness: Exposing LLM-generated Logical Flaws in Reasoning via Multi-step Automated Theorem Proving.
CoRR, December, 2025

Boosting Pointer Analysis With Large Language Model-Enhanced Allocation Function Detection.
CoRR, September, 2025

Enhancing Semantic Understanding in Pointer Analysis using Large Language Models.
CoRR, August, 2025

Seeing It Before It Happens: In-Generation NSFW Detection for Diffusion-Based Text-to-Image Models.
CoRR, August, 2025

Circumventing Safety Alignment in Large Language Models Through Embedding Space Toxicity Attenuation.
CoRR, July, 2025

Breaking the Loop: Detecting and Mitigating Denial-of-Service Vulnerabilities in Large Language Models.
CoRR, March, 2025

Detecting LLM Fact-conflicting Hallucinations Enhanced by Temporal-logic-based Reasoning.
CoRR, February, 2025

Continuous Embedding Attacks via Clipped Inputs in Jailbreaking Large Language Models.
Proceedings of the 2025 IEEE Security and Privacy, 2025

Understanding the Effectiveness of Coverage Criteria for Large Language Models: A Special Angle from Jailbreak Attacks.
Proceedings of the 47th IEEE/ACM International Conference on Software Engineering, 2025

2024
Glitch Tokens in Large Language Models: Categorization Taxonomy and Effective Detection.
Proc. ACM Softw. Eng., 2024

Drowzee: Metamorphic Testing for Fact-Conflicting Hallucination Detection in Large Language Models.
Proc. ACM Program. Lang., 2024

Model-Editing-Based Jailbreak against Safety-aligned Large Language Models.
CoRR, 2024

Efficient and Effective Universal Adversarial Attack against Vision-Language Pre-training Models.
CoRR, 2024

Investigating Coverage Criteria in Large Language Models: An In-Depth Study Through Jailbreak Attacks.
CoRR, 2024

Semantic-Enhanced Indirect Call Analysis with Large Language Models.
CoRR, 2024

Lockpicking LLMs: A Logit-Based Jailbreak Using Token-level Manipulation.
CoRR, 2024

HalluVault: A Novel Logic Programming-aided Metamorphic Testing Framework for Detecting Fact-Conflicting Hallucinations in Large Language Models.
CoRR, 2024

Groot: Adversarial Testing for Generative Text-to-Image Models with Tree-based Semantic Transformation.
CoRR, 2024

A Cross-Language Investigation into Jailbreak Attacks in Large Language Models.
CoRR, 2024

GlitchProber: Advancing Effective Detection and Mitigation of Glitch Tokens in Large Language Models.
Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering, 2024

Semantic-Enhanced Indirect Call Analysis with Large Language Models.
Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering, 2024

Efficient Detection of Toxic Prompts in Large Language Models.
Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering, 2024

DistillSeq: A Framework for Safety Alignment Testing in Large Language Models using Knowledge Distillation.
Proceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis, 2024

PCSP# Denotational Semantics with an Application in Sports Analytics.
Proceedings of the Application of Formal Methods, 2024

2021
Scrutinizing Implementations of Smart Home Integrations.
IEEE Trans. Software Eng., 2021

sVerify: Verifying Smart Contracts Through Lazy Annotation and Learning.
Proceedings of the Leveraging Applications of Formal Methods, Verification and Validation, 2021

Verification Assisted Gas Reduction for Smart Contracts.
Proceedings of the 28th Asia-Pacific Software Engineering Conference, 2021

2019
Software Complexity Reduction by Automated Refactoring Schema.
Proceedings of the 2019 International Symposium on Theoretical Aspects of Software Engineering, 2019

Towards a Formal Approach to Defining and Computing the Complexity of Component Based Software.
Proceedings of the 26th Asia-Pacific Software Engineering Conference, 2019

2018
A UTP semantics for communicating processes with shared variables and its formal encoding in PVS.
Formal Aspects Comput., 2018

HOMESCAN: Scrutinizing Implementations of Smart Home Integrations.
Proceedings of the 23rd International Conference on Engineering of Complex Computer Systems, 2018

2017
Towards Solving Decision Making Problems Using Probabilistic Model Checking.
Proceedings of the 22nd International Conference on Engineering of Complex Computer Systems, 2017

2015
Event and Strategy Analytics.
Proceedings of the 2015 International Symposium on Theoretical Aspects of Software Engineering, 2015

Sports Strategy Analytics Using Probabilistic Reasoning.
Proceedings of the 20th International Conference on Engineering of Complex Computer Systems, 2015

2013
Modeling and verifying hierarchical real-time systems using stateful timed CSP.
ACM Trans. Softw. Eng. Methodol., 2013

A UTP Semantics for Communicating Processes with Shared Variables.
Proceedings of the Formal Methods and Software Engineering, 2013

2012
An Analytical and Experimental Comparison of CSP Extensions and Tools.
Proceedings of the Formal Methods and Software Engineering, 2012

2010
Modeling and Verification of Transmission Protocols: A Case Study on CSMA/CD Protocol.
Proceedings of the Fourth International Conference on Secure Software Integration and Reliability Improvement, 2010

2008
A Bigraphical Model of WSBPEL.
Proceedings of the Second IEEE/IFIP International Symposium on Theoretical Aspects of Software Engineering, 2008


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