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• PathMind: A Retrieve-Prioritize-Reason Framework for Knowledge Graph Reasoning with Large Language Models

  Yu Liu, Xixun Lin, Yanmin Shang, Yangxi Li, Shi Wang, Yanan Cao

  15386-15393

  2026-03-14

• Hansel: Output Length Controlling Framework for Large Language Models

  Seoha Song, Junhyun Lee, Hyeonmok Ko

  25146-25154

  2025-04-11

• Integral-based Knockoffs Inference for Partially Linear Models

  Hao Wang, Biqin Song, Rushi Lan, Hong Chen

  26197-26205

  2026-03-14

• 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

• J&H: Evaluating the Robustness of Large Language Models Under Knowledge-Injection Attacks in Legal Domain

  Yiran Hu, Huanghai Liu, Qingjing Chen, Ning Zheng, Chong Wang, Yun Liu, Charles L. A. Clarke, Weixing Shen

  28106-28115

  2025-04-11

• Conflicting Interactions among Protection Mechanisms for Machine Learning Models

  Sebastian Szyller, N. Asokan

  15179-15187

  2023-06-26

• SkipCat: Rank-Maximized Low-Rank Compression of Large Language Models via Shared Projection and Block Skipping

  Yu-Chen Lu, Sheng-Feng Yu, Hui-Hsien Weng, Pei-Shuo Wang, Yu-Fang Hu, Liang Hung-Chun, Hung-Yueh Chiang, Kai-Chiang Wu

  24124-24132

  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

• Holistic Adversarial Robustness of Deep Learning Models

  Pin-Yu Chen, Sijia Liu

  15411-15420

  2024-07-15

• ScisummNet: A Large Annotated Corpus and Content-Impact Models for Scientific Paper Summarization with Citation Networks

  Michihiro Yasunaga, Jungo Kasai, Rui Zhang, Alexander R. Fabbri, Irene Li, Dan Friedman, Dragomir R. Radev

  7386-7393

  2019-07-17

• Collaborative Learning across Heterogeneous Systems with Pre-Trained Models

  Trong Nghia Hoang

  22668-22668

  2024-03-24

• Bridging Molecular Graphs and Large Language Models

  Runze Wang, Mingqi Yang, Yanming Shen

  21234-21242

  2025-04-11

• Compressing Cross-Lingual Multi-Task Models at Qualtrics

  Daniel Campos, Daniel Perry, Samir Joshi, Yashmeet Gambhir, Wei Du, Zhengzheng Xing, Aaron Colak

  15661-15667

  2024-07-15

• 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

• 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

• From Artificially Real to Real: Leveraging Pseudo Data from Large Language Models for Low-Resource Molecule Discovery

  Yuhan Chen, Nuwa Xi, Yanrui Du, Haochun Wang, Jianyu Chen, Sendong Zhao, Bing Qin

  21958-21966

  2024-03-24

• From Hope to Safety: Unlearning Biases of Deep Models via Gradient Penalization in Latent Space

  Maximilian Dreyer, Frederik Pahde, Christopher J. Anders, Wojciech Samek, Sebastian Lapuschkin

  21046-21054

  2024-03-24

• Exploring and Mitigating Implicit Bias in Large Language Models: A Cross-Domain Evaluation Framework

  Precious Donkor

  29573-29575

  2025-04-11

• Careful Queries, Credible Results: Teaching RAG Models Advanced Web Search Tools with Reinforcement Learning

  Yuqin Dai, Shuo Yang, Guoqing Wang, Yong Deng, Zhanwei Zhang, Jun Yin, Pengyu Zeng, Zhenzhe Ying, Changhua Meng, Can Yi, Yuchen Zhou, Weiqiang Wang, Shuai Lu

  30458-30466

  2026-03-14

• Data Wrangling Task Automation Using Code-Generating Language Models

  Ashlesha Akella, Krishnasuri Narayanam

  29616-29618

  2025-04-11

• SimFair: Physics-Guided Fairness-Aware Learning with Simulation Models

  Zhihao Wang, Yiqun Xie, Zhili Li, Xiaowei Jia, Zhe Jiang, Aolin Jia, Shuo Xu

  22420-22428

  2024-03-24

• Rethinking Peculiar Images by Diffusion Models: Revealing Local Minima’s Role

  Jinhyeok Jang, Chan-Hyun Youn, Minsu Jeon, Changha Lee

  2454-2461

  2024-03-24

• SDEval: Safety Dynamic Evaluation for Multimodal Large Language Models

  Hanqing Wang, Yuan Tian, Mingyu Liu, Zhenhao Zhang, Xiangyang Zhu

  33449-33457

  2026-03-14

• Things Machine Learning Models Know That They Don’t Know

  Salvatore Ruggieri, Andrea Pugnana

  28684-28693

  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