The Association for Computational Linguistics (ACL), founded in 1962, is the international academic organization for natural language processing and computational linguistics, with members across 62 countries and regions worldwide. Its annual meeting is the highest-level academic conference in the field and is rated a Category A conference by the China Computer Federation (CCF). ACL 2026 will be held from July 2 to 7 in San Diego, California. A total of 17 papers by faculty and students of the School of Artificial Intelligence, Jilin University have been accepted by the conference.
Accepted Papers
1. From Language to Driving: A Dual-Loop SLM-Enhanced Framework for Multi-Planner Scheduling via a Domain-Specific LanguageFirst author: Jiawei Liu (PhD student, 2023 cohort) Corresponding author: Xun Gong
2. PDR: A Plug-and-Play Positional Decay Framework for LLM Pre-training Data DetectionFirst author: Jinhan Liu (Master's student, 2023 cohort) Corresponding author: Dandan Guo
3. Safeguarding LLM Fine-tuning via Push-Pull Distributional AlignmentFirst author: Haozhong Wang (Master's student, 2024 cohort) Corresponding author: Dandan Guo
4. Rethinking Retrieval-Augmented Generation as a Cooperative Decision-Making ProblemFirst author: Lichang Song (Master's student, 2024 cohort) Corresponding authors: Ting Long, Yi Chang
5. BlindGuard: Safeguarding LLM-based Multi-Agent Systems under Unknown AttacksFirst author: Rui Miao (PhD student, 2024 cohort) Corresponding author: Xin Wang
6. Specializing Large Models for Oracle Bone Script Interpretation via Component-Grounded Multimodal Knowledge AugmentationCo-first authors: Jianing Zhang (Undergraduate student, 2023 cohort), Run'an Li (Undergraduate student, 2022 cohort) Corresponding authors: Chuntao Li, Xi Yang
7. BV-Blend: Uncertainty-Weighted Historical Baselines for Stable Critic-Free RL with Verifiable RewardsFirst author: Yupeng Chang (PhD student, 2023 cohort) Corresponding author: Yuan Wu
8. SOS-LoRA: Static Orthogonal-Subspace Low-Rank Adaptation with Fixed Multi-Scale ScalingFirst author: Yupeng Chang (PhD student, 2023 cohort) Corresponding author: Yuan Wu
9. A Survey of Retentive NetworkFirst author: Haiqi Yang (Master's student, 2024 cohort) Corresponding author: Yuan Wu
10. AGGC: Adaptive Group Gradient Clipping for Stabilizing Large Language Model TrainingFirst author: Zhiyuan Li (Master's student, 2024 cohort) Corresponding author: Yuan Wu
11. MicroC-KT: Modeling Community Effect via Learning Micro-Environment for Evidence-Grounded Explainable Knowledge TracingAll authors: Zhiyi Duan, Zixing Shi, Bing Jia, Qi Wang*
12. When Efficiency Becomes a Vulnerability: Computational Cost Attacks on WebAgentsAuthors: Liangbo Ning, Yuchen Zhu, Heqing Huang, Xin Wang, Yi Chang, Li Qing, Wenqi Fan
13. SEARCH-R: Structured Entity-Aware Retrieval with Chain-of-Reasoning Navigator for Multi-hop Question AnsweringAuthors: Yuqing Fu, Yimin Deng, Wanyu Wang, Yuhao Wang, Yejing Wang, Hongshi Liu, Yiqi Wang, Xiao Han, Maolin Wang, Guoshuai Zhao, Yi Chang, Xiangyu Zhao
14. LegalGraphRAG: Multi-Agent Graph Retrieval-Augmented Generation for Reliable Legal ReasoningAuthors: Zerui Chen, Qinggang Zhang, Zhishang Xiang, Zhimin Wei, Linfeng Gao, Xiao Huang, Zhihong Zhang, Jinsong Su
15. BAPO: Boundary-Aware Policy Optimization for Reliable Agentic SearchAuthors: Shiyu Liu, Yongjing Yin, Jianhao Yan, Yunbo Tang, Qinggang Zhang, Bei Li, Xin Chen, Jingang Wang, Xunliang Cai, Jinsong Su
16. LogicPoison: Logical Attacks on Graph Retrieval-Augmented GenerationAuthors: Yilin Xiao, Jin Chen, Qinggang Zhang, Yujing Zhang, Chuang Zhou, Longhao Yang, Lingfei Ren, Xin Yang, Xiao Huang
17. Beyond Black-Box Interventions: Latent Probing for Faithful Retrieval-Augmented GenerationAuthors: Linfeng Gao, Qinggang Zhang, Baolong Bi, Zheng Yuan, Le Wang, Zerui Chen, Zhimin Wei, Shenghua Liu, Jinsong Su
* Corresponding author
