Jia-Chen Gu

17 papers at tracked venues · 10 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

EMNLP ×5 ACL ×4 ICLR ×3 AAAI ×2 NAACL ×2 ICML ×1

Frequent coauthors

Kai-Wei Chang

×6

Nanyun Peng

×6

Zhen-Hua Ling

×6

Jun-Yu Ma

×5

Hao-Xiang Xu

×4

Ningyu Zhang

×4

Di Wu

×3

Yuankai Li

×2

Jindong Gu

×2

Yunzhi Yao

×2

Shumin Deng

×2

Huajun Chen

×2

Papers

BRIEF-Pro: Universal Context Compression with Short-to-Long Synthesis for Fast and Accurate Multi-Hop Reasoning
ACL 2026 · Jia-Chen Gu,
Junyi Zhang
,
Di Wu
,
Yuankai Li
,
Kai-Wei Chang
,
Nanyun Peng
Can Editing LLMs Inject Harm?
AAAI 2026 ·
Canyu Chen
,
Baixiang Huang
,
Zekun Li
,
Zhaorun Chen
,
Shiyang Lai
,
Xiongxiao Xu
, Jia-Chen Gu,
Jindong Gu
,
Huaxiu Yao
,
Chaowei Xiao
,
Xifeng Yan
,
William Yang Wang
,
Philip Torr
,
Dawn Song
,
Kai Shu
Knowledge Control for Responsible Generative AI: Bridging Academia, Industry, and Society
ACL 2026 ·
Zheyuan Liu
,
Yixin Wan
,
Kai-Wei Chang
,
Meng Jiang
,
Jieyu Zhao
,
Nouha Dziri
,
Yuning Mao
, Jia-Chen Gu,
Jindong Gu
Multiplicative Orthogonal Sequential Editing for Language Models
AAAI 2026 ·
Hao-Xiang Xu
,
Jun-Yu Ma
,
Ziqi Peng
,
Yuhao Sun
,
Zhen-Hua Ling
, Jia-Chen Gu
Accelerating Inference of Retrieval-Augmented Generation via Sparse Context Selection
ICLR 2025 ·
Yun Zhu
, Jia-Chen Gu,
Caitlin Sikora
,
Ho Ko
,
Yinxiao Liu
,
Chu-Cheng Lin
,
Lei Shu
,
Liangchen Luo
,
Lei Meng
,
Bang Liu
,
Jindong Chen
BRIEF: Bridging Retrieval and Inference for Multi-hop Reasoning via Compression
NAACL 2025 ·
Yuankai Li
, Jia-Chen Gu,
Di Wu
,
Kai-Wei Chang
,
Nanyun Peng
CaKE: Circuit-aware Editing Enables Generalizable Knowledge Learners
EMNLP 2025 ·
Yunzhi Yao
,
Jizhan Fang
, Jia-Chen Gu,
Ningyu Zhang
,
Shumin Deng
,
Huajun Chen
,
Nanyun Peng
Constraining Sequential Model Editing with Editing Anchor Compression
NAACL 2025 ·
Hao-Xiang Xu
,
Jun-Yu Ma
,
Zhen-Hua Ling
,
Ningyu Zhang
, Jia-Chen Gu
MISP-Meeting: A Real-World Dataset with Multimodal Cues for Long-form Meeting Transcription and Summarization
ACL 2025 ·
HangChen HangChen
,
Chao-Han Huck Yang
, Jia-Chen Gu,
Sabato Marco Siniscalchi
,
Jun Du
MRAG-Bench: Vision-Centric Evaluation for Retrieval-Augmented Multimodal Models
ICLR 2025 ·
Wenbo Hu
, Jia-Chen Gu,
Zi-Yi Dou
,
Mohsen Fayyaz
,
Pan Lu
,
Kai-Wei Chang
,
Nanyun Peng
Perturbation-Restrained Sequential Model Editing
ICLR 2025 ·
Jun-Yu Ma
,
Hong Wang
,
Hao-Xiang Xu
,
Zhen-Hua Ling
, Jia-Chen Gu
Knowledge Mechanisms in Large Language Models: A Survey and Perspective
EMNLP 2024 ·
Mengru Wang
,
Yunzhi Yao
,
Ziwen Xu
,
Shuofei Qiao
,
Shumin Deng
,
Peng Wang
,
Xiang Chen
, Jia-Chen Gu,
Yong Jiang
,
Pengjun Xie
,
Fei Huang
,
Huajun Chen
,
Ningyu Zhang
Leveraging Large Language Models for NLG Evaluation: Advances and Challenges
EMNLP 2024 ·
Zhen Li
,
Xiaohan Xu
,
Tao Shen
,
Can Xu
, Jia-Chen Gu,
Yuxuan Lai
,
Chongyang Tao
,
Shuai Ma
Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue
EMNLP 2024 · Jia-Chen Gu,
Hao-Xiang Xu
,
Jun-Yu Ma
,
Pan Lu
,
Zhen-Hua Ling
,
Kai-Wei Chang
,
Nanyun Peng
Neighboring Perturbations of Knowledge Editing on Large Language Models
ICML 2024 ·
Jun-Yu Ma
,
Zhen-Hua Ling
,
Ningyu Zhang
, Jia-Chen Gu
Synchronous Faithfulness Monitoring for Trustworthy Retrieval-Augmented Generation
EMNLP 2024 ·
Di Wu
, Jia-Chen Gu,
Fan Yin
,
Nanyun Peng
,
Kai-Wei Chang
X-ACE: Explainable and Multi-factor Audio Captioning Evaluation
ACL 2024 ·
Qian Wang
, Jia-Chen Gu,
Zhen-Hua Ling