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• Leverage the Explainability of Transformer Models to Improve the DNA 5-Methylcytosine Identification (Student Abstract)

  Wenhuan Zeng, Daniel H. Huson

  23703-23704

  2024-03-24

• Inference-Aware Prompt Optimization for Aligning Black-Box Large Language Models

  Saaduddin Mahmud, Mason Nakamura, Kyle Hollins Wray, Shlomo Zilberstein

  32455-32464

  2026-03-14

• CoEvo: Continual Evolution of Symbolic Solutions Using Large Language Models

  Ping Guo, Qingfu Zhang, Xi Lin

  1810-1818

  2026-03-14

• LLA: Enhancing Security and Privacy for Generative Models with Logic-Locked Accelerators

  You Li, Guannan Zhao, Yuhao Ju, Yunqi He, Jie Gu, Hai Zhou

  23274-23282

  2026-03-14

• Multi-Armed Bandits Meet Large Language Models

  Djallel Bouneffouf, Raphael Feraud

  39682-39690

  2026-03-14

• AUTE: Peer-Alignment and Self-Unlearning Boost Adversarial Robustness for Training Ensemble Models

  Lifeng Huang, Tian Su, Chengying Gao, Ning Liu, Qiong Huang

  3671-3679

  2025-04-11

• Unleashing the Potential of Large Language Models as Prompt Optimizers: Analogical Analysis with Gradient-based Model Optimizers

  Xinyu Tang, Xiaolei Wang, Wayne Xin Zhao, Siyuan Lu, Yaliang Li, Ji-Rong Wen

  25264-25272

  2025-04-11

• FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models

  Zishan Shao, Yixiao Wang, Qinsi Wang, Ting Jiang, Zhixu Du, Hancheng Ye, Danyang Zhuo, Yiran Chen, Hai ¨Helen¨ Li

  25278-25285

  2026-03-14

• Intuitive Thinking: Expanding Large Language Models’ Thinking for Rapid Decision-Making on Candidate Corrections in Chinese Grammar Error Correction

  Lintao Long, Ruizhang Huang, Ruina Bai, Yongbin Qin, Qihang Fu

  32293-32301

  2026-03-14

• StoryBox: Collaborative Multi-Agent Simulation for Hybrid Bottom-Up Long-Form Story Generation Using Large Language Models

  Zehao Chen, Rong Pan, Haoran Li

  30359-30367

  2026-03-14

• Advancing Intelligent Software Development and Trustworthy Models Through the Synergy of Software Engineering and LLMs

  Guanqun Yang

  29313-29314

  2025-04-11

• Evaluating the Factuality of Large Language Models Using Multiple Plug-and-Play Fact Sources

  Zhaoheng Huang, Yutao Zhu, Jirong Wen, Zhicheng Dou

  41607-41609

  2026-03-14

• Language Models of Code Are Few-Shot Planners and Reasoners for Multi-Document Summarization with Attribution

  Abhilash Nandy, Sambaran Bandyopadhyay

  24930-24938

  2025-04-11

• Relation Also Knows: Rethinking the Recall and Editing of Factual Associations in Auto-Regressive Transformer Language Models

  Xiyu Liu, Zhengxiao Liu, Naibin Gu, Zheng Lin, Wanli Ma, Ji Xiang, Weiping Wang

  24659-24667

  2025-04-11

• Can Large Language Models Derive High-Level Cognition from Low-Level and Fragmented Foundational Information?

  Yang Liu, Xiaoping Wang, Kai Lu

  24677-24685

  2025-04-11

• Understanding Emotional Body Expressions via Large Language Models

  Haifeng Lu, Jiuyi Chen, Feng Liang, Mingkui Tan, Runhao Zeng, Xiping Hu

  1447-1455

  2025-04-11

• Conflicting Interactions among Protection Mechanisms for Machine Learning Models

  Sebastian Szyller, N. Asokan

  15179-15187

  2023-06-26

• DR-Encoder: Encode Low-rank Gradients with Random Prior for Large Language Models Differentially Privately

  Huiwen Wu, Deyi Zhang, Xiaohan Li, Xiaogang Xu, Jiafei Wu, Zhe Liu

  27706-27714

  2025-04-11

• Holistic Adversarial Robustness of Deep Learning Models

  Pin-Yu Chen, Sijia Liu

  15411-15420

  2024-07-15

• AutoTuneX: Interactive Automated Fine-Tuning for Large Language Models

  Daniel Karl I. Weidele, Priyanshu Rai, Frederico Araujo, Teryl Taylor, Radu Marinescu

  41715-41717

  2026-03-14

• Token Highlighter: Inspecting and Mitigating Jailbreak Prompts for Large Language Models

  Xiaomeng Hu, Pin-Yu Chen, Tsung-Yi Ho

  27330-27338

  2025-04-11

• AdaptDiff: Adaptive Guidance in Diffusion Models for Diverse and Identity-Consistent Face Synthesis (Student Abstract)

  Eduarda Caldeira, Tahar Chettaoui, Naser Damer, Fadi Boutros

  41146-41148

  2026-03-14

• Can You Answer This? – Exploring Zero-Shot QA Generalization Capabilities in Large Language Models (Student Abstract)

  Saptarshi Sengupta, Shreya Ghosh, Preslav Nakov, Prasenjit Mitra

  16318-16319

  2024-07-15

• Can Watermarking Large Language Models Prevent Copyrighted Text Generation and Hide Training Data?

  Michael-Andrei Panaitescu-Liess, Zora Che, Bang An, Yuancheng Xu, Pankayaraj Pathmanathan, Souradip Chakraborty, Sicheng Zhu, Tom Goldstein, Furong Huang

  25002-25009

  2025-04-11

• DeepCalliFont: Few-Shot Chinese Calligraphy Font Synthesis by Integrating Dual-Modality Generative Models

  Yitian Liu, Zhouhui Lian

  3774-3782

  2024-03-24