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• PC-CrossDiff: Point-Cluster Dual-Level Cross-Modal Differential Attention for Unified 3D Referring and Segmentation

  Wenbin Tan, Jiawen Lin, Fangyong Wang, Yuan Xie, Yong Xie, Yachao Zhang, Yanyun Qu

  9332-9340

  2026-03-14

• Treasures in Discarded Weights for LLM Quantization

  Hao Yu, Yang Zhou, Bohua Chen, Zelan Yang, Shen Li, Yong Li, Jianxin Wu

  22218-22226

  2025-04-11

• AAKR: Adversarial Attack-based Knowledge Retention for Continual Semantic Segmentation

  Zhidong Yu, Xiaoman Liu, Jiajun Hu, Zhenbo Shi, Wei Yang

  22245-22253

  2025-04-11

• ABQ-LLM: Arbitrary-Bit Quantized Inference Acceleration for Large Language Models

  Chao Zeng, Songwei Liu, Yusheng Xie, Hong Liu, Xiaojian Wang, Miao Wei, Shu Yang, Fangmin Chen, Xing Mei

  22299-22307

  2025-04-11

• Learning Robust and Privacy-Preserving Representations via Information Theory

  Binghui Zhang, Sayedeh Leila Noorbakhsh, Yun Dong, Yuan Hong, Binghui Wang

  22363-22371

  2025-04-11

• LoGoFair: Post-Processing for Local and Global Fairness in Federated Learning

  Li Zhang, Chaochao Chen, Zhongxuan Han, Qiyong Zhong, Xiaolin Zheng

  22470-22478

  2025-04-11

• EchoDiffusion: Waveform Conditioned Diffusion Models for Echo-Based Depth Estimation

  Wenjie Zhang, Jun Yin, Long Ma, Peng Yu, Xiaoheng Jiang, Zhen Tian, Mingliang Xu

  22578-22586

  2025-04-11

• Aware First, Think Less: Dynamic Boundary Self-Awareness Drives Significant Gains in Reasoning Efficiency in Large Language Models

  Qiguang Chen, Dengyun Peng, Jinhao Liu, Huikang Su, Jiannan Guan, Libo Qin, Wanxiang Che

  30261-30269

  2026-03-14

• Multi-View Empowered Structural Graph Wordification for Language Models

  Zipeng Liu, Likang Wu, Ming He, Zhong Guan, Hongke Zhao, Nan Feng

  24714-24722

  2025-04-11

• Controlling Equational Reasoning in Large Language Models with Prompt Interventions

  Jordan Meadows, Marco Valentino, André Freitas

  24858-24866

  2025-04-11

• TrajAgg: Dual-Scale Feature Aggregation with Hybrid Training for Trajectory Similarity Computation in Free Space

  Xiao Zhang, Xingyu Zhao, Yuan Cao, Bin Wang, Guiyuan Jiang, Yanwei Yu

  16370-16378

  2026-03-14

• Resource Constrained Pathfinding with Enhanced Bidirectional A* Search

  Saman Ahmadi, Andrea Raith, Guido Tack, Mahdi Jalili

  26878-26885

  2025-04-11

• Learn2Aggregate: Supervised Generation of Chvatal-Gomory Cuts Using Graph Neural Networks

  Arnaud Deza, Elias B. Khalil, Zhenan Fan, Zirui Zhou, Yong Zhang

  26947-26954

  2025-04-11

• Searching for Unfairness in Algorithms’ Outputs: Novel Tests and Insights

  Ian Davidson, S. S. Ravi

  27242-27249

  2025-04-11

• LEGEND: Leveraging Representation Engineering to Annotate Safety Margin for Preference Datasets

  Duanyu Feng, Bowen Qin, Chen Huang, Youcheng Huang, Zheng Zhang, Wenqiang Lei

  27277-27285

  2025-04-11

• SMLE: Safe Machine Learning via Embedded Overapproximation

  Matteo Francobaldi, Michele Lombardi

  27286-27294

  2025-04-11

• MoE-Guided Graph Diffusion for Oriented Molecule Design

  Shuochen Li, Xiangqi Guo, Huobin Tan, Lei Shi

  23151-23159

  2026-03-14

• Error-Correcting and Verifiable Parallel Inference in Graphical Models

  Negin Karimi, Petteri Kaski, Mikko Koivisto

  10194-10201

  2020-04-03

• Exploring Iterative Enhancement for Improving Learnersourced Multiple-Choice Question Explanations with Large Language Models

  Qiming Bao, Juho Leinonen, Alex Yuxuan Peng, Wanjun Zhong, Gaël Gendron, Timothy Pistotti, Alice Huang, Paul Denny, Michael Witbrock, Jiamou Liu

  28955-28963

  2025-04-11

• Towards Addressing Frontiers in Graph Generation

  Alex O. Davies

  29253-29254

  2025-04-11

• Graph-Driven Domain Co-Adaptation for Cross-Domain Image Quality Assessment

  Shun Zhu, Xichen Yang, Yan Zhang, Tianshu Wang, Zhongyuan Mao, Tianyin Li, Zhuoyan Sun, Xiaobo Shen

  13970-13978

  2026-03-14

• Real-Time Object Tracking via Meta-Learning: Efficient Model Adaptation and One-Shot Channel Pruning

  Ilchae Jung, Kihyun You, Hyeonwoo Noh, Minsu Cho, Bohyung Han

  11205-11212

  2020-04-03

• CSformer: Combining Channel Independence and Mixing for Robust Multivariate Time Series Forecasting

  Haoxin Wang, Yipeng Mo, Kunlan Xiang, Nan Yin, Honghe Dai, Bixiong Li, Songhai Fan, Site Mo

  21090-21098

  2025-04-11

• Set-Valued Sensitivity Analysis of Deep Neural Networks

  Xin Wang, Feilong Wang, Xuegang (Jeff) Ban

  21304-21311

  2025-04-11

• Learning from Scoring Disagreements: Contrastive Error Mining for Efficient and Robust LLM-based Assessment

  Lei Chen, Tengteng Cheng, BoYu Gao, Zitao Liu, Weiqi Luo

  30243-30251

  2026-03-14