Jian Gu

20 papers A 2Journal 15Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Rethinking Weight Tying: Pseudo-Inverse Tying for Stable LM Training and Updates.
CoRR
Jian Gu, Aldeida Aleti, Chunyang Chen, Hongyu Zhang
2025 — conf
A Semantic-Aware Layer-Freezing Approach to Computation-Efficient Fine-Tuning of Language Models.
ACL (Findings)
Jian Gu, Aldeida Aleti, Chunyang Chen, Hongyu Zhang
2025 J jnl
A Semantic-based Optimization Approach for Repairing LLMs: Case Study on Code Generation.
CoRR
Jian Gu, Aldeida Aleti, Chunyang Chen, Hongyu Zhang
2025 J jnl
Beyond Neural Incompatibility: Easing Cross-Scale Knowledge Transfer in Large Language Models through Latent Semantic Alignment.
CoRR
Jian Gu, Aldeida Aleti, Chunyang Chen, Hongyu Zhang
2025 J jnl
SeMe: Training-Free Language Model Merging via Semantic Alignment.
CoRR
Jian Gu, Aldeida Aleti, Chunyang Chen, Hongyu Zhang
2024 J jnl
A Semantic-based Layer Freezing Approach to Efficient Fine-Tuning of Language Models.
CoRR
Jian Gu, Aldeida Aleti, Chunyang Chen, Hongyu Zhang
2024 J jnl
On the Semantics of LM Latent Space: A Vocabulary-defined Approach.
CoRR
Jian Gu, Chunyang Chen, Aldeida Aleti
2023 J jnl
Neuron Patching: Neuron-level Model Editing on Code Generation and LLMs.
CoRR
Jian Gu, Chunyang Chen, Aldeida Aleti
2023 J jnl
On the Effectiveness of Transfer Learning for Code Search.
IEEE Trans. Software Eng.
Pasquale Salza, Christoph Schwizer, Jian Gu, Harald C. Gall
2023 — conf
Towards Top-Down Automated Development in Limited Scopes: A Neuro-Symbolic Framework from Expressibles to Executables.
ESEC/SIGSOFT FSE
Jian Gu, Harald C. Gall
2022 A conf
Assemble Foundation Models for Automatic Code Summarization.
SANER
Jian Gu, Pasquale Salza, Harald C. Gall
2022 J jnl
Assemble Foundation Models for Automatic Code Summarization.
CoRR
Jian Gu, Pasquale Salza, Harald C. Gall
2022 J jnl
Automated Classification of Overfitting Patches With Statically Extracted Code Features.
IEEE Trans. Software Eng.
He Ye, Jian Gu, Matias Martinez, Thomas Durieux, Martin Monperrus
2022 J jnl
Towards Top-Down Deep Code Generation in Limited Scopes.
CoRR
Jian Gu, Harald C. Gall
2021 A conf
Multimodal Representation for Neural Code Search.
ICSME
Jian Gu, Zimin Chen, Martin Monperrus
2021 J jnl
Multimodal Representation for Neural Code Search.
CoRR
Jian Gu, Zimin Chen, Martin Monperrus
2021 J jnl
On the Effectiveness of Transfer Learning for Code Search.
CoRR
Pasquale Salza, Christoph Schwizer, Jian Gu, Harald C. Gall
2020 J jnl
Superoptimization of WebAssembly Bytecode.
CoRR
Javier Cabrera-Arteaga, Shrinish Donde, Jian Gu, Orestis Floros, Lucas Satabin, Benoit Baudry, Martin Monperrus
2020 — conf
Superoptimization of WebAssembly bytecode.
Programming
Javier Cabrera-Arteaga, Shrinish Donde, Jian Gu, Orestis Floros, Lucas Satabin, Benoit Baudry, Martin Monperrus
2019 J jnl
Automated Classification of Overfitting Patches with Statically Extracted Code Features.
CoRR
He Ye, Jian Gu, Matias Martinez, Thomas Durieux, Martin Monperrus