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• All but One: Surgical Concept Erasing with Model Preservation in Text-to-Image Diffusion Models

  SeungHoo Hong, Juhun Lee, Simon S. Woo

  21143-21151

  2024-03-24

• MeRino: Entropy-Driven Design for Generative Language Models on IoT Devices

  Youpeng Zhao, Ming Lin, Huadong Tang, Qiang Wu, Jun Wang

  22840-22848

  2025-04-11

• Efficient Training of Large-Scale Industrial Fault Diagnostic Models through Federated Opportunistic Block Dropout

  Yuanyuan Chen, Zichen Chen, Sheng Guo, Yansong Zhao, Zelei Liu, Pengcheng Wu, Chengyi Yang, Zengxiang Li, Han Yu

  15485-15493

  2024-07-15

• Concepts from Representations: Post-hoc Concept Bottleneck Models via Sparse Decomposition of Visual Representations

  Shizhan Gong, Xiaofan Zhang, Qi Dou

  4275-4283

  2026-03-14

• Membership Privacy for Machine Learning Models Through Knowledge Transfer

  Virat Shejwalkar, Amir Houmansadr

  9549-9557

  2021-05-18

• RAP-SR: RestorAtion Prior Enhancement in Diffusion Models for Realistic Image Super-Resolution

  Jiangang Wang, Qingnan Fan, Jinwei Chen, Hong Gu, Feng Huang, Wenqi Ren

  7727-7735

  2025-04-11

• Bi-level Personalization for Federated Foundation Models: A Task-vector Aggregation Approach

  Yiyuan Yang, Guodong Long, Qinghua Lu, Liming Zhu, Jing Jiang

  27702-27710

  2026-03-14

• Asking the Right Questions: Learning Interpretable Action Models Through Query Answering

  Pulkit Verma, Shashank Rao Marpally, Siddharth Srivastava

  12024-12033

  2021-05-18

• Label Confusion Learning to Enhance Text Classification Models

  Biyang Guo, Songqiao Han, Xiao Han, Hailiang Huang, Ting Lu

  12929-12936

  2021-05-18

• Learning to Compare for Better Training and Evaluation of Open Domain Natural Language Generation Models

  Wangchunshu Zhou, Ke Xu

  9717-9724

  2020-04-03

• Interpreting Deep Models for Text Analysis via Optimization and Regularization Methods

  Hao Yuan, Yongjun Chen, Xia Hu, Shuiwang Ji

  5717-5724

  2019-07-17

• Learning Models of Sequential Decision-Making with Partial Specification of Agent Behavior

  Vaibhav V. Unhelkar, Julie A. Shah

  2522-2530

  2019-07-17

• Gait Recognition via Collaborating Discriminative and Generative Diffusion Models

  Haijun Xiong, Bin Feng, Bang Wang, Xinggang Wang, Wenyu Liu

  11169-11177

  2026-03-14

• MovieGraph-ToM: Evaluating Long-Range Theory of Mind in Large Language Models via Implicit Social-Causal Graphs

  Tingjiang Wei, Qin Ni, Rong Gao, Yingying Wang, Liang He

  33827-33835

  2026-03-14

• Language Model Meets Prototypes: Towards Interpretable Text Classification Models through Prototypical Networks

  Ximing Wen

  29307-29308

  2025-04-11

• Toward Causal Foundation World Models: From Representation to Decision-Making

  Mengyue Yang

  39841-39841

  2026-03-14

• Language-Models-as-a-Service: Overview of a New Paradigm and its Challenges

  Emanuele La Malfa, Aleksandar Petrov, Simon Frieder, Christoph Weinhuber, Ryan Burnell, Raza Nazar, Anthony Cohn, Nigel Shadbolt, Michael Wooldridge

  28742-28742

  2025-04-11

• Enhancing Decision-Making for LLM Agents via Step-Level Q-Value Models

  Yuanzhao Zhai, Tingkai Yang, Kele Xu, Dawei Feng, Cheng Yang, Bo Ding, Huaimin Wang

  27161-27169

  2025-04-11

• On the Transferability of Pre-trained Language Models: A Study from Artificial Datasets

  Cheng-Han Chiang, Hung-yi Lee

  10518-10525

  2022-06-28

• ALPHA: Action-Based Learning for Pluralistic Human Alignment in Large Language Models

  Aanisha Bhattacharyya, Susmit Agrawal, Yaman Kumar Singla, Tarun Ram Menta, Nikitha Sr, Rajiv Ratn Shah, Changyou Chen, Balaji Krishnamurthy

  37249-37258

  2026-03-14

• Fortunately, Discourse Markers Can Enhance Language Models for Sentiment Analysis

  Liat Ein-Dor, Ilya Shnayderman, Artem Spector, Lena Dankin, Ranit Aharonov, Noam Slonim

  10608-10617

  2022-06-28

• Probing Natural Language Inference Models through Semantic Fragments

  Kyle Richardson, Hai Hu, Lawrence Moss, Ashish Sabharwal

  8713-8721

  2020-04-03

• Building Domain-Specific Small Language Models via Guided Data Generation

  Aman Kumar, Ekant Muljibhai Amin, Xian Yeow Lee, Lasitha Vidyaratne, Ahmed K. Farahat, Dipanjan D. Ghosh, Yuta Koreeda, Chetan Gupta

  40287-40294

  2026-03-14

• Align to Structure: Aligning Large Language Models with Structural Information

  Zae Myung Kim, Anand Ramachandran, Farideh Tavazoee, Joo-Kyung Kim, Oleg Rokhlenko, Dongyeop Kang

  37519-37528

  2026-03-14

• DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder

  Ente Lin, Xujie Zhang, Fuwei Zhao, Yuxuan Luo, Xin Dong, Long Zeng, Xiaodan Liang

  5218-5226

  2025-04-11