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• Affect-Aware Machine Learning Models for Deception Detection

  Leena Mathur

  15968-15969

  2021-05-18

• 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

• CAMA: Enhancing Mathematical Reasoning in Large Language Models with Causal Knowledge

  Lei Zan, Keli Zhang, Ruichu Cai, Lujia Pan

  34566-34574

  2026-03-14

• Debate on Graph: A Flexible and Reliable Reasoning Framework for Large Language Models

  Jie Ma, Zhitao Gao, Qi Chai, Wangchun Sun, Pinghui Wang, Hongbin Pei, Jing Tao, Lingyun Song, Jun Liu, Chen Zhang, Lizhen Cui

  24768-24776

  2025-04-11

• Reasoning over Uncertain Text by Generative Large Language Models

  Aliakbar Nafar, Kristen Brent Venable, Parisa Kordjamshidi

  24911-24920

  2025-04-11

• Schema-Guided Event Reasoning: A Plug-and-Play Event Reasoning Framework Based on Large Language Models

  Yuying Liu, Xuechen Zhao, Yanyi Huang, Ye Wang, Xin Song, Yue Zhang, Haiyan Liu, Bin Zhou

  32276-32283

  2026-03-14

• Constraint-Driven Explanations for Black-Box ML Models

  Aditya A. Shrotri, Nina Narodytska, Alexey Ignatiev, Kuldeep S Meel, Joao Marques-Silva, Moshe Y. Vardi

  8304-8314

  2022-06-28

• Retrieve, Caption, Generate: Visual Grounding for Enhancing Commonsense in Text Generation Models

  Steven Y. Feng, Kevin Lu, Zhuofu Tao, Malihe Alikhani, Teruko Mitamura, Eduard Hovy, Varun Gangal

  10618-10626

  2022-06-28

• ReMoGPT: Part-Level Retrieval-Augmented Motion-Language Models

  Qing Yu, Mikihiro Tanaka, Kent Fujiwara

  9635-9643

  2025-04-11

• Knockoffs Inference for Partially Linear Models with Automatic Structure Discovery

  Hao Wang, Biqin Song, Hao Deng, Hong Chen

  21071-21079

  2025-04-11

• What Are Step-Level Reward Models Rewarding? Counterintuitive Findings from MCTS-Boosted Mathematical Reasoning

  Yiran Ma, Zui Chen, Tianqiao Liu, Mi Tian, Zhuo Liu, Zitao Liu, Weiqi Luo

  24812-24820

  2025-04-11

• Multilingual Medical Language Models: A Path to Improving Lay Health Worker Effectiveness (Student Abstract)

  Agasthya Gangavarapu

  23497-23499

  2024-03-24

• 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

• Apo2Mol: 3D Molecule Generation via Dynamic Pocket-Aware Diffusion Models

  Xinzhe Zheng, Shiyu Jiang, Gustavo Seabra, Chenglong Li, Yanjun Li

  1614-1622

  2026-03-14

• AutoSCORE: Enhancing Automated Scoring with Multi-Agent Large Language Models via Structured Component Recognition

  Yun Wang, Zhaojun Ding, Xuansheng Wu, Siyue Sun, Ninghao Liu, Xiaoming Zhai

  40898-40906

  2026-03-14

• From Tokens to Latent States: Leveraging Pre-trained Language Models for Improving Partially Observable Reinforcement Learning

  Meiju Li, Ruixiang Sun, Xin Li, Mingzhong Wang

  23003-23011

  2026-03-14

• Can LLMs Obfuscate Code? A Systematic Analysis of Large Language Models into Assembly Code Obfuscation

  Seyedreza Mohseni, Seyedali Mohammadi, Deepa Tilwani, Yash Saxena, Gerald Ketu Ndawula, Sriram Vema, Edward Raff, Manas Gaur

  24893-24901

  2025-04-11

• Probabilities Are All You Need: A Probability-Only Approach to Uncertainty Estimation in Large Language Models

  Manh Nguyen, Sunil Gupta, Hung Le

  32546-32554

  2026-03-14

• 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

• Bootstrapping Heterogeneous Graph Representation Learning via Large Language Models: A Generalized Approach

  Hang Gao, Chenhao Zhang, Fengge Wu, Changwen Zheng, Junsuo Zhao, Huaping Liu

  16717-16726

  2025-04-11

• DataElixir: Purifying Poisoned Dataset to Mitigate Backdoor Attacks via Diffusion Models

  Jiachen Zhou, Peizhuo Lv, Yibing Lan, Guozhu Meng, Kai Chen, Hualong Ma

  21850-21858

  2024-03-24

• Adapting Language Models for Non-Parallel Author-Stylized Rewriting

  Bakhtiyar Syed, Gaurav Verma, Balaji Vasan Srinivasan, Anandhavelu Natarajan, Vasudeva Varma

  9008-9015

  2020-04-03

• 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

• 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

• Pareto-Grid-Guided Large Language Models for Fast and High-Quality Heuristics Design in Multi-Objective Combinatorial Optimization

  Ha Minh Hieu, Hung Phan, Tung Duy Doan, Tung Dao, Cong Dao Tran, Huynh Thi Thanh Binh

  36964-36972

  2026-03-14