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• Automated Repair of Totally-Ordered Hierarchical Task Network Domains via Context-Free Grammars with Large Language Model Support

  Daniel Lutalo, Pascal Bercher

  36316-36324

  2026-03-14

• EvoEmpirBench: Dynamic Spatial Reasoning with Agent-ExpVer

  Pukun Zhao, Longxiang Wang, Miaowei Wang, Chen Chen, Fanqing Zhou, Haojian Huang

  36564-36572

  2026-03-14

• Bridging Synthetic and Real Routing Problems via LLM-Guided Instance Generation and Progressive Adaptation

  Jianghan Zhu, Yaoxin Wu, Zhuoyi Lin, Zhengyuan Zhang, Haiyan Yin, Zhiguang Cao, Senthilnath Jayavelu, Xiaoli Li

  36591-36599

  2026-03-14

• Exploring Non-Convex Discrete Energy Landscapes: An Efficient Langevin-Like Sampler with Replica Exchange

  Haoyang Zheng, Hengrong Du, Ruqi Zhang, Guang Lin

  36775-36783

  2026-03-14

• CRAF: A Clinical Reasoning-Adaptive Framework via Reinforcement Learning for Similar Case Retrieval

  Jie Lin, Lei Jiang, Zongyi Chen, Liansheng Wang

  37081-37089

  2026-03-14

• MoralReason: Generalizable Moral Decision Alignment for LLM Agents Using Reasoning-Level Reinforcement Learning

  Zhiyu An, Wan Du

  37232-37239

  2026-03-14

• A Course Correction in Steerability Evaluation: Revealing Miscalibration and Side Effects in LLMs

  Trenton Chang, Tobias Schnabel, Adith Swaminathan, Jenna Wiens

  37259-37267

  2026-03-14

• Deep Hidden Cognition Facilitates Reliable Chain-of-Thought Reasoning

  Zijun Chen, Wenbo Hu, Richang Hong

  37295-37304

  2026-03-14

• AMaPO: Adaptive Margin-attached Preference Optimization for Language Model Alignment

  Ruibo Deng, Duanyu Feng, Wenqiang Lei

  37341-37349

  2026-03-14

• AlignTree: Efficient Defense Against LLM Jailbreak Attacks

  Gil Goren, Shahar Katz, Lior Wolf

  37417-37425

  2026-03-14

• Uncovering and Aligning Anomalous Attention Heads to Defend Against NLP Backdoor Attacks

  Haotian Jin, Yang Li, Haihui Fan, Lin Shen, Xiangfang Li, Bo Li

  37472-37480

  2026-03-14

• Beautiful Images, Toxic Words: Understanding and Addressing Offensive Text in Generated Images

  Aditya Kumar, Tom Blanchard, Adam Dziedzic, Franziska Boenisch

  37529-37537

  2026-03-14

• SharedRep-RLHF: A Shared Representation Approach to RLHF with Diverse Preferences

  Arpan Mukherjee, Marcello Bullo, Deniz Gündüz

  37747-37755

  2026-03-14

• Quiet Feature Learning in Algorithmic Tasks

  Prudhviraj Naidu, Zixian Wang, Leon Bergen, Ramamohan Paturi

  37756-37764

  2026-03-14

• Beyond I’m Sorry, I Can’t: Dissecting Large-Language-Model Refusal

  Nirmalendu Prakash, Yeo Wei Jie, Amir Abdullah, Ranjan Satapathy, Erik Cambria, Roy Ka-Wei Lee

  37830-37838

  2026-03-14

• Differentiated Directional Intervention: A Framework for Evading LLM Safety Alignment

  Peng Zhang, Peijie Sun

  38102-38110

  2026-03-14

• GEM: Generative Entropy-Guided Preference Modeling for Few-Shot Alignment of LLMs

  Yiyang Zhao, Huiyu Bai, Xuejiao Zhao

  38146-38155

  2026-03-14

• Harnessing Diffusion-Generated Synthetic Images for Fair Image Classification

  Abhipsa Basu, Aviral Gupta, Abhijnya Bhat, Venkatesh Babu Radhakrishnan

  38205-38213

  2026-03-14

• Can LLMs Identify Tax Abuse?

  Andrew Blair-Stanek, Nils Holzenberger, Benjamin Van Durme

  38261-38269

  2026-03-14

• ShortageSim: Simulating Drug Shortages Under Information Asymmetry

  Mingxuan Cui, Yilan Jiang, Duo Zhou, Cheng Qian, Yuji Zhang, Qiong Wang

  38321-38330

  2026-03-14

• When Proxy Agents Disagree, Do Humans Mirror? Manipulating Human Behavior in Moral Dilemmas Through Agents

  Haotian Deng, Sitian Wang, Ruxin Wang, Chen Wei, Quanying Liu

  38358-38366

  2026-03-14

• Capacity Constraints Make Admissions Processes Less Predictable

  Evan Dong, Nikhil Garg, Sarah Dean

  38385-38394

  2026-03-14

• How Can You Tell if Your Large Language Model Could Be a Closet Antisemite? An Explainability-Based Audit Framework for Implicit Bias

  Arka Dutta, Reza Fayyazi, Shanchieh Yang, Ashiqur R. KhudaBukhsh

  38404-38412

  2026-03-14

• Crossing Borders: A Multimodal Challenge for Indian Poetry Translation and Image Generation

  Sofia Jamil, Kotla Sai Charan, Sriparna Saha, Koustava Goswami, Joseph K J

  38635-38643

  2026-03-14

• Enhancing Predictive Model Learning via Domain-Knowledge Augmented Latent Feature Mining

  Bingxuan Li, Pengyi Shi, Amy R Ward

  38853-38861

  2026-03-14