Papers
Beyond Adapter Retrieval: Latent Geometry-Preserving Composition via Sparse Task Projection
Pengfei Jin, Peng Shu, Sifan Song et al.
Beyond a Single Extractor: Re-thinking HTML-to-Text Extraction for LLM Pre-training
Jeffrey Li, Joshua P Gardner, Doug Kang et al.
Beyond Bias Scores: Unmasking Vacuous Neutrality in Small Language Models
Sumanth Manduru, Carlotta Domeniconi
Beyond Binary Classification: A Semi-supervised Approach to Generalized AI-generated Image Detection
Hong-Hanh Nguyen-Le, Van-Tuan Tran, Thuc D. Nguyen et al.
Beyond Binary Erasure: Soft-Weighted Unlearning for Fairness and Robustness
Xinbao Qiao, Ningning Ding, Yushi Cheng et al.
Beyond Blind Following: Evaluating Robustness of LLM Agents under Imperfect Guidance
Yao Fu, Ran Qiu, Xinhe Wang et al.
Beyond Boundaries: Leveraging Vision Foundation Models for Source-Free Object Detection
Huizai Yao, Sicheng Zhao, Pengteng Li et al.
Beyond Chains: Bridging Large Language Models and Knowledge Bases in Complex Question Answering
Yihua Zhu, Qianying Liu, Akiko Aizawa et al.
Beyond Coherence: Improving Temporal Consistency and Interpretability in Dynamic Topic Models
Thanh Vinh Nguyen, Ngo Van Dong, Minh Chu Xuan et al.
Beyond Conservation: Flexible Molecular Assembly with Unbalanced Diffusion Bridge
Rongchao Zhang, Yiwei Lou, Yu Huang et al.
Beyond Content: A Comprehensive Speech Toxicity Dataset and Detection Framework Incorporating Paralinguistic Cues
Zhongjie Ba, Liang Yi, Peng Cheng et al.
Beyond Cosine Similarity: Magnitude-Aware CLIP for No-Reference Image Quality Assessment
Zhicheng Liao, Dongxu Wu, Zhenshan Shi et al.
Beyond Counting: Evaluating Abstract and Emotional Reasoning in Vision-Language Models
Yuan Zhou, Yan Zhang, Jianlong Chang et al.
Beyond Detection: Exploring Evidence-based Multi-Agent Debate for Misinformation Intervention and Persuasion
Chen Han, Yijia Ma, Jin Tan et al.
Beyond Divergent Creativity: A Human-Based Evaluation of Creativity in Large Language Models
Kumiko Nakajima, Jan Zuiderveld, Sandro Pezzelle
Beyond Euclidean Assumptions: Geometry-Aware Adaptive Routing for Remote Sensing Segmentation
Jie Qiu, Dizuo Cao, Linwei Dai et al.
Beyond Faces: A Multimodal Person Clustering for Unconstrained Environments
Sahngmin Yoo, Sangwon Lee, Seongin Jo
Beyond Fact Retrieval: Episodic Memory for RAG with Generative Semantic Workspaces
Shreyas Rajesh, Pavan Holur, Chenda Duan et al.
Beyond Fixed Depth: Adaptive Graph Neural Networks for Node Classification Under Varying Homophily
Asela Hevapathige, Asiri Wijesinghe, Ahad N. Zehmakan
Beyond Fixed Tasks: Unsupervised Environment Design for Task-Level Pairs
Daniel Furelos-Blanco, Charles Pert, Frederik Kelbel et al.
Beyond Fully Supervised Pixel Annotations: Scribble-Driven Weakly-Supervised Framework for Image Manipulation Localization
Songlin Li, Guofeng Yu, Zhiqing Guo et al.
Beyond Graph Priors: A Co-Evolving Framework Under Uncertainty for Enterprise Resilience Assessment
Yanzhe Xie, Li Huang, Qiang Gao et al.
Beyond Grid Search: Leveraging Bayesian Optimization for Accelerating RAG Pipeline Optimization
Anum Afzal, Xueru Zheng, Florian Matthes
Beyond Illumination: Fine-Grained Detail Preservation in Extreme Dark Image Restoration
Tongshun Zhang, Pingping Liu, Zixuan Zhong et al.
Beyond Immediate Activation: Temporally Decoupled Backdoor Attacks on Time Series Forecasting
Zhixin Liu, Xuanlin Liu, Sihan Xu et al.