| 2025 | Precise In-Parameter Concept Erasure in Large Language Models. | Yoav Gur-Arieh, Clara Suslik, Yihuai Hong, Fazl Barez, Mor Geva |
| 2025 | NovelHopQA: Diagnosing Multi-Hop Reasoning Failures in Long Narrative Contexts. | Abhay Gupta, Kevin Zhu, Vasu Sharma, Sean O'Brien, Michael Lu |
| 2025 | Lifelong Knowledge Editing requires Better Regularization. | Akshat Gupta, Phudish Prateepamornkul, Maochuan Lu, Ahmed M. Alaa, Thomas Hartvigsen, Gopala Anumanchipalli |
| 2025 | SACL: Understanding and Combating Textual Bias in Code Retrieval with Semantic-Augmented Reranking and Localization. | Dhruv Gupta, Gayathri Ganesh Lakshmy, Yiqing Xie |
| 2025 | Polysemantic Dropout: Conformal OOD Detection for Specialized LLMs. | Ayush Gupta, Ramneet Kaur, Anirban Roy, Adam D. Cobb, Rama Chellappa, Susmit Jha |
| 2025 | LLMs for Bayesian Optimization in Scientific Domains: Are We There Yet? | Rushil Gupta, Jason Hartford, Bang Liu |
| 2025 | EnDive: A Cross-Dialect Benchmark for Fairness and Performance in Large Language Models. | Abhay Gupta, Jacob Cheung, Philip Meng, Shayan Sayyed, Kevin Zhu, Austen Liao, Sean O'Brien |
| 2025 | Enhancing RAG Efficiency with Adaptive Context Compression. | Shuyu Guo, Shuo Zhang, Zhaochun Ren |
| 2025 | CROP: Contextual Region-Oriented Visual Token Pruning. | Jiawei Guo, Feifei Zhai, Pu Jian, Qianrun Wei, Yu Zhou |
| 2025 | CANDY: Benchmarking LLMs' Limitations and Assistive Potential in Chinese Misinformation Fact-Checking. | Ruiling Guo, Xinwei Yang, Chen Huang, Tong Zhang, Yong Hu |
| 2025 | DSVD: Dynamic Self-Verify Decoding for Faithful Generation in Large Language Models. | YiQiu Guo, Yuchen Yang, Zhe Chen, Pingjie Wang, Yusheng Liao, Ya Zhang, Yanfeng Wang, Yu Wang |
| 2025 | LightRAG: Simple and Fast Retrieval-Augmented Generation. | Zirui Guo, Lianghao Xia, Yanhua Yu, Tu Ao, Chao Huang |
| 2025 | Quantifying Compositionality of Classic and State-of-the-Art Embeddings. | Zhijin Guo, Chenhao Xue, Zhaozhen Xu, Hongbo Bo, Yuxuan Ye, Janet B. Pierrehumbert, Martha Lewis |
| 2025 | How to Protect Yourself from 5G Radiation? Investigating LLM Responses to Implicit Misinformation. | Ruohao Guo, Wei Xu, Alan Ritter |
| 2025 | Temporal Consistency for LLM Reasoning Process Error Identification. | Jiacheng Guo, Yue Wu, Jiahao Qiu, Kaixuan Huang, Xinzhe Juan, Ling Yang, Mengdi Wang |
| 2025 | M-Ped: Multi-Prompt Ensemble Decoding for Large Language Models. | Jiaxin Guo, Daimeng Wei, Yuanchang Luo, Hengchao Shang, Zongyao Li, Jinlong Yang, Zhanglin Wu, Zhiqiang Rao, Shimin Tao, Hao Yang |
| 2025 | From General Reward to Targeted Reward: Improving Open-ended Long-context Generation Models. | Zhihan Guo, Jiele Wu, Wenqian Cui, Yifei Zhang, Minda Hu, Yufei Wang, Irwin King |
| 2025 | Benchmarking Uncertainty Metrics for LLM Target-Aware Search. | Pei-Fu Guo, Yun-Da Tsai, Shou-De Lin |
| 2025 | Empowering GraphRAG with Knowledge Filtering and Integration. | Kai Guo, Harry Shomer, Shenglai Zeng, Haoyu Han, Yu Wang, Jiliang Tang |
| 2025 | Learning to Describe Implicit Changes: Noise-robust Pre-training for Image Difference Captioning. | Zixin Guo, Jiayang Sun, Tzu-Jui Julius Wang, Abduljalil Radman, Selen Pehlivan, Min Cao, Jorma Laaksonen |
| 2025 | InfAL: Inference Time Adversarial Learning for Improving Research Ideation. | Sikun Guo, Amir Hassan Shariatmadari, Peng Wang, Albert Huang, Aidong Zhang |
| 2025 | CARE: Multilingual Human Preference Learning for Cultural Awareness. | Geyang Guo, Tarek Naous, Hiromi Wakaki, Yukiko Nishimura, Yuki Mitsufuji, Alan Ritter, Wei Xu |
| 2025 | The Illusion of Randomness: How LLMs Fail to Emulate Stochastic Decision-Making in Rock-Paper-Scissors Games? | Zihao Guo, Hongtao Lv, Chaoli Zhang, Yibowen Zhao, Yixin Zhang, Lizhen Cui |
| 2025 | ToM: Leveraging Tree-oriented MapReduce for Long-Context Reasoning in Large Language Models. | Jiani Guo, Zuchao Li, Jie Wu, Qianren Wang, Yun Li, Lefei Zhang, Hai Zhao, Yu-Jiu Yang |
| 2025 | Can Federated Learning Safeguard Private Data in LLM Training? Vulnerabilities, Attacks, and Defense Evaluation. | Wenkai Guo, Xuefeng Liu, Haolin Wang, Jianwei Niu, Shaojie Tang, Jing Yuan |