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• Instruction-guided Multi-Granularity Segmentation and Captioning with Large Multimodal Model

  Xu Yuan, Li Zhou, Zenghui Sun, Zikun Zhou, Jinsong Lan

  9725-9733

  2025-04-11

• SFedHIFI: Fire Rate-Based Heterogeneous Information Fusion for Spiking Federated Learning

  Ran Tao, Qiugang Zhan, Shantian Yang, Xiurui Xie, Qi Tian, Guisong Liu

  25878-25886

  2026-03-14

• Conformal Constrained Policy Optimization for Cost-Effective LLM Agents

  Wenwen Si, Sooyong Jang, Insup Lee, Osbert Bastani

  25446-25453

  2026-03-14

• RP-PGD: Boosting Segmentation Robustness with a Region-and-Prototype Based Adversarial Attack

  Yuxuan Zhang, Zhenbo Shi, Shuchang Wang, Wei Yang, Shaowei Wang, Yinxing Xue

  10338-10347

  2025-04-11

• Reliable Uncertainty Quantification in Machine Learning via Conformal Prediction

  Yuanjie Shi

  29299-29300

  2025-04-11

• CLER: Improving Multimodal Financial Reasoning by Cross-MLLM Error Reflection

  Shuangyan Deng, Zhongsheng Wang, Rui Mao, Ciprian Doru Giurcăneanu, Jiamou Liu

  30494-30502

  2026-03-14

• A Natural Language Corpus of Common Grounding under Continuous and Partially-Observable Context

  Takuma Udagawa, Akiko Aizawa

  7120-7127

  2019-07-17

• Self-Explainable Graph Transformer for Link Sign Prediction

  Lu Li, Jiale Liu, Xingyu Ji, Maojun Wang, Zeyu Zhang

  12084-12092

  2025-04-11

• FairGP: A Scalable and Fair Graph Transformer Using Graph Partitioning

  Renqiang Luo, Huafei Huang, Ivan Lee, Chengpei Xu, Jianzhong Qi, Feng Xia

  12319-12327

  2025-04-11

• DOGE: LLMs-Enhanced Hyper-Knowledge Graph Recommender for Multimodal Recommendation

  Fanshen Meng, Zhenhua Meng, Ru Jin, Rongheng Lin, Budan Wu

  12399-12407

  2025-04-11

• DR-VAE: Debiased and Representation-enhanced Variational Autoencoder for Collaborative Recommendation

  Fan Wang, Chaochao Chen, Weiming Liu, Minye Lei, Jintao Chen, Yuwen Liu, Xiaolin Zheng, Jianwei Yin

  12703-12711

  2025-04-11

• M^3EL: A Multi-task Multi-topic Dataset for Multi-modal Entity Linking

  Fang Wang, Shenglin Yin, Xiaoying Bai, Minghao Hu, Tianwei Yan, Yi Liang

  12712-12720

  2025-04-11

• SEAL: Systematic Error Analysis for Value ALignment

  Manon Revel, Matteo Cargnelutti, Tyna Eloundou, Greg Leppert

  27599-27607

  2025-04-11

• ASKD: Reinforcement Learning-Style Knowledge Distillation with Quality-Adaptive Skewness

  Mingjie Zhang, Xiaoling Zhou, Yuxiao Luo, Yiyu Liu, Shikun Zhang, Wei Ye

  34781-34789

  2026-03-14

• Mixture of Experts Based Multi-Task Supervise Learning from Crowds

  Tao Han, Huaixuan Shi, Xinyi Ding, Xi-Ao Ma, Huamao Gu, Yili Fang

  14256-14264

  2025-04-11

• Tabular Learnwares Can Be Repurposed for Seemingly Irrelevant New Tasks

  Peng Tan, Feifan Yang, Zhi-Hao Tan, Zhi-Hua Zhou

  25778-25786

  2026-03-14

• AdaDepth: Exploiting Inherent Scene Information for Self-Supervised Depth Estimation in Dynamic Scenes

  Xuanang Gao, Xiongbin Wu, Zhiwei Ning, Runze Yang, Zhonglong Zheng, Jie Yang, Wei Liu

  4185-4193

  2026-03-14

• An Item Is Worth a Prompt: Versatile Image Editing with Disentangled Control

  Aosong Feng, Weikang Qiu, Jinbin Bai, Zhen Dong, Kaicheng Zhou, Xiao Zhang, Rex Ying, Leandros Tassiulas

  16559-16567

  2025-04-11

• ProBench: Benchmarking GUI Agents with Accurate Process Information

  Leyang Yang, Ziwei Wang, Xiaoxuan Tang, Sheng Zhou, Dajun Chen, Wei Jiang, Yong Li

  27547-27555

  2026-03-14

• Interpretable Predictive Modeling for Climate Variables with Weighted Lasso

  Sijie He, Xinyan Li, Vidyashankar Sivakumar, Arindam Banerjee

  1385-1392

  2019-07-17

• Multi-Objective Molecular Design Through Learning Latent Pareto Set

  Yiping Liu, Jiahao Yang, Xuanbai Ren, Zhang Xinyi, Yuansheng Liu, Bosheng Song, Xiangxiang Zeng, Hisao Ishibuchi

  19006-19014

  2025-04-11

• A Simple Graph Contrastive Learning Framework for Short Text Classification

  Yonghao Liu, Fausto Giunchiglia, Lan Huang, Ximing Li, Xiaoyue Feng, Renchu Guan

  19015-19023

  2025-04-11

• Improving Entity Linking by Modeling Latent Entity Type Information

  Shuang Chen, Jinpeng Wang, Feng Jiang, Chin-Yew Lin

  7529-7537

  2020-04-03

• Fast and Interpretable Mixed-Integer Linear Program Solving by Learning Model Reduction

  Yixuan Li, Can Chen, Jiajun Li, Jiahui Duan, Xiongwei Han, Tao Zhong, Vincent Chau, Weiwei Wu, Wanyuan Wang

  27090-27098

  2025-04-11

• Dynamic Operator Optimization for Efficient Multi-Tenant LoRA Model Serving

  Changhai Zhou, Yuhua Zhou, Shiyang Zhang, Yibin Wang, Zekai Liu

  22910-22918

  2025-04-11