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AAAI Conference on Artificial Intelligence · 会议 · Artificial Intelligence

共收录 9571
2412.13771 2024-12-19 cs.IR cs.AI cs.CL

Semantic Convergence: Harmonizing Recommender Systems via Two-Stage Alignment and Behavioral Semantic Tokenization

Guanghan Li, Xun Zhang, Yufei Zhang, Yifan Yin, Guojun Yin, Wei Lin

Comments 7 pages, 3 figures, AAAI 2025

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2412.13753 2024-12-19 cs.CV

Mesoscopic Insights: Orchestrating Multi-scale & Hybrid Architecture for Image Manipulation Localization

Xuekang Zhu, Xiaochen Ma, Lei Su, Zhuohang Jiang, Bo Du, Xiwen Wang, Zeyu Lei, Wentao Feng, Chi-Man Pun, Jizhe Zhou

Comments AAAI 2025. Code: $\href{https://github.com/scu-zjz/Mesorch}{this~url}$

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2412.13714 2024-12-19 cs.LG

AnchorInv: Few-Shot Class-Incremental Learning of Physiological Signals via Representation Space Guided Inversion

Chenqi Li, Boyan Gao, Gabriel Jones, Timothy Denison, Tingting Zhu

Comments AAAI-25 Extended Version

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2412.13712 2024-12-19 cs.AI cs.LO

An Algebraic Notion of Conditional Independence, and Its Application to Knowledge Representation (full version)

Jesse Heyninck

Comments Full version, including proofs, of paper accepted at AAAI 2025

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2412.13662 2024-12-19 cs.CV cs.AI cs.LG cs.RO

When Should We Prefer State-to-Visual DAgger Over Visual Reinforcement Learning?

Tongzhou Mu, Zhaoyang Li, Stanisław Wiktor Strzelecki, Xiu Yuan, Yunchao Yao, Litian Liang, Hao Su

Comments Accepted by The 39th Annual AAAI Conference on Artificial Intelligence (AAAI 2025)

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2412.13636 2024-12-19 cs.CV cs.AI

Consistency of Compositional Generalization across Multiple Levels

Chuanhao Li, Zhen Li, Chenchen Jing, Xiaomeng Fan, Wenbo Ye, Yuwei Wu, Yunde Jia

Comments Accepted by AAAI 2025

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2412.13622 2024-12-19 cs.GT

Achieving Balanced Representation in School Choice with Diversity Goals

Zhaohong Sun, Makoto Yokoo

Comments A shorter version of this paper was published in the Proceedings of the 39th AAAI Conference on Artificial Intelligence

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2412.13614 2024-12-19 cs.CV cs.AI cs.CL cs.IR cs.MM

Reverse Region-to-Entity Annotation for Pixel-Level Visual Entity Linking

Zhengfei Xu, Sijia Zhao, Yanchao Hao, Xiaolong Liu, Lili Li, Yuyang Yin, Bo Li, Xi Chen, Xin Xin

Comments AAAI 2025;Dataset are released at https://github.com/NP-NET-research/PL-VEL

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2412.13594 2024-12-19 cs.CV cs.AI

Generalizable Sensor-Based Activity Recognition via Categorical Concept Invariant Learning

Di Xiong, Shuoyuan Wang, Lei Zhang, Wenbo Huang, Chaolei Han

Comments Accepted by AAAI 2025

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2412.13589 2024-12-19 cs.LG cs.AI cs.DC

SemiDFL: A Semi-Supervised Paradigm for Decentralized Federated Learning

Xinyang Liu, Pengchao Han, Xuan Li, Bo Liu

Comments Accepted by AAAI 2025

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2412.13571 2024-12-19 cs.LG cs.NA math.NA

PowerMLP: An Efficient Version of KAN

Ruichen Qiu, Yibo Miao, Shiwen Wang, Lijia Yu, Yifan Zhu, Xiao-Shan Gao

Journal ref AAAI 2025

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2412.13569 2024-12-19 cs.CV

Multi-View Pedestrian Occupancy Prediction with a Novel Synthetic Dataset

Sithu Aung, Min-Cheol Sagong, Junghyun Cho

Comments AAAI 2025

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2412.13565 2024-12-19 cs.CV cs.AI

CA-Edit: Causality-Aware Condition Adapter for High-Fidelity Local Facial Attribute Editing

Xiaole Xian, Xilin He, Zenghao Niu, Junliang Zhang, Weicheng Xie, Siyang Song, Zitong Yu, Linlin Shen

Comments accepted by aaai

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2412.13554 2024-12-19 cs.CY

An XAI Social Media Platform for Teaching K-12 Students AI-Driven Profiling, Clustering, and Engagement-Based Recommending

Nicolas Pope, Juho Kahila, Henriikka Vartiainen, Mohammed Saqr, Sonsoles Lopez-Pernas, Teemu Roos, Jari Laru, Matti Tedre

Comments 9 pages, 8 figures, accepted to AAAI 25 conference

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2412.13544 2024-12-19 cs.IR cs.AI

Bridging the User-side Knowledge Gap in Knowledge-aware Recommendations with Large Language Models

Zheng Hu, Zhe Li, Ziyun Jiao, Satoshi Nakagawa, Jiawen Deng, Shimin Cai, Tao Zhou, Fuji Ren

Comments Accepted at AAAI 2025

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2412.13543 2024-12-19 cs.CV cs.AI cs.CL

Query-centric Audio-Visual Cognition Network for Moment Retrieval, Segmentation and Step-Captioning

Yunbin Tu, Liang Li, Li Su, Qingming Huang

Comments Accepted by AAAI 2025

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2412.13534 2024-12-19 cs.LG cs.CL cs.IR cs.IT math.IT

Information-Theoretic Generative Clustering of Documents

Xin Du, Kumiko Tanaka-Ishii

Comments Accepted to AAAI 2025

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2412.13519 2024-12-19 cs.LG q-bio.BM

Open-Source Protein Language Models for Function Prediction and Protein Design

Shivasankaran Vanaja Pandi, Bharath Ramsundar

Comments To be published in 4th Annual AAAI workshop on AI to Accelerate Science and Engineering

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2412.13510 2024-12-19 cs.CV cs.CL

Dynamic Adapter with Semantics Disentangling for Cross-lingual Cross-modal Retrieval

Rui Cai, Zhiyu Dong, Jianfeng Dong, Xun Wang

Comments Accepted by the 39th AAAI Conference on Artificial Intelligence (AAAI-25)

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2412.13508 2024-12-19 eess.IV cs.CV

Plug-and-Play Tri-Branch Invertible Block for Image Rescaling

Jingwei Bao, Jinhua Hao, Pengcheng Xu, Ming Sun, Chao Zhou, Shuyuan Zhu

Comments Accepted by AAAI 2025. Code is available at https://github.com/Jingwei-Bao/T-InvBlocks

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2412.13495 2024-12-19 cs.LG cs.AI

Federated t-SNE and UMAP for Distributed Data Visualization

Dong Qiao, Xinxian Ma, Jicong Fan

Comments The paper was accepted by AAAI 2025

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2412.13454 2024-12-19 cs.CV cs.AI

Pre-training a Density-Aware Pose Transformer for Robust LiDAR-based 3D Human Pose Estimation

Xiaoqi An, Lin Zhao, Chen Gong, Jun Li, Jian Yang

Comments Accepted to AAAI 2025

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2412.13381 2024-12-19 cs.CL

An Automated Explainable Educational Assessment System Built on LLMs

Jiazheng Li, Artem Bobrov, David West, Cesare Aloisi, Yulan He

Comments Accepted to AAAI 2025

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2412.13376 2024-12-19 cs.CV cs.AI cs.CR eess.IV

Targeted View-Invariant Adversarial Perturbations for 3D Object Recognition

Christian Green, Mehmet Ergezer, Abdurrahman Zeybey

Comments Accepted to AAAI-25 Workshop on Artificial Intelligence for Cyber Security (AICS): http://aics.site/AICS2025/index.html

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2412.13369 2024-12-19 cs.AI

Multiple Mean-Payoff Optimization under Local Stability Constraints

David Klaška, Antonín Kučera, Vojtěch Kůr, Vít Musil, Vojtěch Řehák

Comments Accepted to AAAI 2025

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2412.12628 2024-12-19 cs.CV

Dense Audio-Visual Event Localization under Cross-Modal Consistency and Multi-Temporal Granularity Collaboration

Ziheng Zhou, Jinxing Zhou, Wei Qian, Shengeng Tang, Xiaojun Chang, Dan Guo

Comments Accepted by AAAI 2025. Project page: https://github.com/zzhhfut/CCNet-AAAI2025. Jinxing Zhou and Dan Guo are the corresponding authors

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2412.11905 2024-12-19 cs.IR

One for Dozens: Adaptive REcommendation for All Domains with Counterfactual Augmentation

Huishi Luo, Yiwen Chen, Yiqing Wu, Fuzhen Zhuang, Deqing Wang

Comments Extended version accepted by AAAI 2025

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2412.11744 2024-12-19 stat.ML cs.LG

Conditional Diffusion Models Based Conditional Independence Testing

Yanfeng Yang, Shuai Li, Yingjie Zhang, Zhuoran Sun, Hai Shu, Ziqi Chen, Renming Zhang

Comments 17 pages, 7 figures, aaai 2025

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2412.09101 2024-12-19 cs.AI

Temporal Numeric Planning with Patterns

Matteo Cardellini, Enrico Giunchiglia

Comments Accepted at the 39th Annual AAAI Conference on Artificial Intelligence (AAAI-25)

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2412.08798 2024-12-19 cs.GT

Equilibria of the Colonel Blotto Games with Costs

Stanisław Kaźmierowski

Comments Accepted for AAAI 25 conference

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