Jian Gu

According to our database, Jian Gu authored at least 14 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2025

SeMe: Training-Free Language Model Merging via Semantic Alignment.

Jian Gu, Aldeida Aleti, Chunyang Chen, Hongyu Zhang

CoRR, May, 2025

A Semantic-based Optimization Approach for Repairing LLMs: Case Study on Code Generation.

Jian Gu, Aldeida Aleti, Chunyang Chen, Hongyu Zhang

CoRR, March, 2025

A Semantic-Aware Layer-Freezing Approach to Computation-Efficient Fine-Tuning of Language Models.

Jian Gu, Aldeida Aleti, Chunyang Chen, Hongyu Zhang

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

A Semantic-based Layer Freezing Approach to Efficient Fine-Tuning of Language Models.

Jian Gu, Aldeida Aleti, Chunyang Chen, Hongyu Zhang

CoRR, 2024

On the Semantics of LM Latent Space: A Vocabulary-defined Approach.

Jian Gu, Chunyang Chen, Aldeida Aleti

CoRR, 2024

2023

On the Effectiveness of Transfer Learning for Code Search.

Pasquale Salza, Christoph Schwizer, Jian Gu, Harald C. Gall

IEEE Trans. Software Eng., April, 2023

Neuron Patching: Neuron-level Model Editing on Code Generation and LLMs.

Jian Gu, Chunyang Chen, Aldeida Aleti

CoRR, 2023

Towards Top-Down Automated Development in Limited Scopes: A Neuro-Symbolic Framework from Expressibles to Executables.

Jian Gu, Harald C. Gall

Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2023

2022

On the Effectiveness of Transfer Learning for Code Search - Replication Package.

Pasquale Salza, Christoph Schwizer, Jian Gu, Harald C. Gall

Dataset, July, 2022

Automated Classification of Overfitting Patches With Statically Extracted Code Features.

He Ye, Jian Gu, Matias Martinez, Thomas Durieux, Martin Monperrus

IEEE Trans. Software Eng., 2022

Towards Top-Down Deep Code Generation in Limited Scopes.

Jian Gu, Harald C. Gall

CoRR, 2022

Assemble Foundation Models for Automatic Code Summarization.

Jian Gu, Pasquale Salza, Harald C. Gall

Proceedings of the IEEE International Conference on Software Analysis, 2022

2021

Multimodal Representation for Neural Code Search.

Jian Gu, Zimin Chen, Martin Monperrus

Proceedings of the IEEE International Conference on Software Maintenance and Evolution, 2021

2020

Superoptimization of WebAssembly bytecode.

Javier Cabrera-Arteaga, Shrinish Donde, Jian Gu, Orestis Floros, Lucas Satabin, Benoit Baudry, Martin Monperrus

Proceedings of the Programming'20: 4th International Conference on the Art, 2020