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• Reasoning over Uncertain Text by Generative Large Language Models

  Aliakbar Nafar, Kristen Brent Venable, Parisa Kordjamshidi

  24911-24920

  2025-04-11

• Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints

  Jonathan Nöther, Adish Singla, Goran Radanovic

  27547-27555

  2025-04-11

• Error-Correcting and Verifiable Parallel Inference in Graphical Models

  Negin Karimi, Petteri Kaski, Mikko Koivisto

  10194-10201

  2020-04-03

• 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

• 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

• 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

• 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

• 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

• ActiShade: Activating Overshadowed Knowledge to Guide Multi-Hop Reasoning in Large Language Models

  Huipeng Ma, Luan Zhang, Dandan Song, Linmei Hu, Yuhang Tian, Jun Yang, Changzhi Zhou, Chenhao Li, Yizhou Jin, Xudong Li, Meng Lin, Mingxing Zhang, Shuhao Zhang

  32419-32427

  2026-03-14

• Plot’n Polish: Zero-Shot Story Visualization and Disentangled Editing with Text-to-Image Diffusion Models

  Kiymet Akdemir, Jing Shi, Kushal Kafle, Brian L. Price, Pinar Yanardag

  1694-1702

  2026-03-14

• Spatial Mixture Models with Learnable Deep Priors for Perceptual Grouping

  Jinyang Yuan, Bin Li, Xiangyang Xue

  9135-9142

  2019-07-17

• 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

• Oblivionis: A Lightweight Learning and Unlearning Framework for Federated Large Language Models

  Fuyao Zhang, Xinyu Yan, Tiantong Wu, Wenjie Li, Tianxiang Chen, Yang Cao, Ran Yan, Longtao Huang, Wei Yang Bryan Lim, Qiang Yang

  28185-28193

  2026-03-14

• TASE: Token Awareness and Structured Evaluation for Multilingual Language Models

  Chenzhuo Zhao, Xinda Wang, Yue Huang, Junting Lu, Ziqian Liu

  34915-34922

  2026-03-14

• Toward Adaptive Large Language Models Structured Pruning via Hybrid-grained Weight Importance Assessment

  Jun Liu, Zhenglun Kong, Pu Zhao, Changdi Yang, Xuan Shen, Hao Tang, Geng Yuan, Wei Niu, Wenbin Zhang, Xue Lin, Dong Huang, Yanzhi Wang

  18879-18887

  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

• 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

• 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

• Multimodal Promptable Token Merging for Diffusion Models

  Cheng-Yao Hong, Tyng-Luh Liu

  17231-17239

  2025-04-11

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

  Qing Yu, Mikihiro Tanaka, Kent Fujiwara

  9635-9643

  2025-04-11

• Measuring Cross-Modal Interactions in Multimodal Models

  Laura Wenderoth, Konstantin Hemker, Nikola Simidjievski, Mateja Jamnik

  21501-21509

  2025-04-11

• Discovering Decoupled Functional Modules in Large Language Models

  Yanke Yu, Jin Li, Ying Sun, Ping Li, Zhefeng Wang, Yi Zheng

  34503-34511

  2026-03-14

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

  Yitian Liu, Zhouhui Lian

  3774-3782

  2024-03-24

• 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

• Amalgamating Multi-Task Models with Heterogeneous Architectures

  Jidapa Thadajarassiri, Walter Gerych, Xiangnan Kong, Elke Rundensteiner

  15346-15354

  2024-03-24