๐ Original Info Title: Web World Models ArXiv ID: 2512.23676 Date: 2025-12-29 Authors: Jichen Feng, Yifan Zhang, Chenggong Zhang, Yifu Lu, Shilong Liu, Mengdi Wang ๐ Abstract Language agents increasingly require persistent worlds in which they can โฆ
๐ Original Info Title: When Agents See Humans as the Outgroup: Belief-Dependent Bias in LLM-Powered Agents ArXiv ID: 2601.00240 Date: 2026-01-01 Authors: Zongwei Wang, Bincheng Gu, Hongyu Yu, Junliang Yu, Tao He, Jiayin Feng, Chenghua Lin, Min Gao ๐ โฆ
๐ Original Info Title: When in Doubt, Consult: Expert Debate for Sexism Detection via Confidence-Based Routing ArXiv ID: 2512.23732 Date: 2025-12-21 Authors: Anwar Alajmi, Gabriele Pergola ๐ Abstract Online sexism increasingly appears in subtle, โฆ
๐ Original Info Title: WildIng: A Wildlife Image Invariant Representation Model for Geographical Domain Shift ArXiv ID: 2601.00993 Date: 2026-01-02 Authors: Julian D. Santamaria, Claudia Isaza, Jhony H. Giraldo ๐ Abstract Wildlife monitoring is โฆ
๐ Original Info Title: Youtu-Agent: Scaling Agent Productivity with Automated Generation and Hybrid Policy Optimization ArXiv ID: 2512.24615 Date: 2025-12-31 Authors: Yuchen Shi, Yuzheng Cai, Siqi Cai, Zihan Xu, Lichao Chen, Yulei Qin, Zhijian Zhou, โฆ
๐ Original Info Title: Yukthi Opus: A Multi-Chain Hybrid Metaheuristic for Large-Scale NP-Hard Optimization ArXiv ID: 2601.01832 Date: 2026-01-05 Authors: SB Danush Vikraman, Hannah Abigail, Prasanna Kesavraj, Gajanan V Honnavar ๐ Abstract We present โฆ
๐ Original Info Title: It’s a TRAP! Task-Redirecting Agent Persuasion Benchmark for Web Agents ArXiv ID: 2512.23128 Date: 2025-12-29 Authors: Karolina Korgul, Yushi Yang, Arkadiusz Drohomirecki, Piotr Bลaszczyk, Will Howard, Lukas Aichberger, โฆ
๐ Original Info Title: Un caso de big data punta a punta: an’alisis de datos de transporte y su uso en el negocio ArXiv ID: 1609.01186 Date: 2016-09-06 Authors: Camilo Melani, Juan V. Echag’ue, Joaquin Torre Zaffaroni, Daniel Yankelevich โฆ
๐ Original Info Title: Wittgenstein’s Family Resemblance Clustering Algorithm ArXiv ID: 2601.01127 Date: 2026-01-03 Authors: Golbahar Amanpour, Benyamin Ghojogh ๐ Abstract This paper, introducing a novel method in philomatics, draws on โฆ
๐ Original Info Title: AI-enhanced tuning of quantum dot Hamiltonians toward Majorana modes ArXiv ID: 2601.02149 Date: 2026-01-05 Authors: Mateusz Krawczyk, Jarosลaw Pawลowski ๐ Abstract We propose a neural network-based model capable of learning the โฆ
๐ Original Info Title: Can Large Language Models Solve Engineering Equations? A Systematic Comparison of Direct Prediction and Solver-Assisted Approaches ArXiv ID: 2601.01774 Date: 2026-01-05 Authors: Sai Varun Kodathala, Rakesh Vunnam ๐ Abstract โฆ
๐ Original Info Title: ChaosBench-Logic: A Benchmark for Logical and Symbolic Reasoning on Chaotic Dynamical Systems ArXiv ID: 2601.01982 Date: 2026-01-05 Authors: Noel Thomas ๐ Abstract Large language models (LLMs) excel at natural language tasks โฆ
๐ Original Info Title: Code for Machines, Not Just Humans: Quantifying AI-Friendliness with Code Health Metrics ArXiv ID: 2601.02200 Date: 2026-01-05 Authors: Markus Borg, Nadim Hagatulah, Adam Tornhill, Emma Sรถderberg ๐ Abstract We are entering a โฆ
๐ Original Info Title: COMPASS: A Framework for Evaluating Organization-Specific Policy Alignment in LLMs ArXiv ID: 2601.01836 Date: 2026-01-05 Authors: Dasol Choi, DongGeon Lee, Brigitta Jesica Kartono, Helena Berndt, Taeyoun Kwon, Joonwon Jang, โฆ
๐ Original Info Title: DatBench: Discriminative, Faithful, and Efficient VLM Evaluations ArXiv ID: 2601.02316 Date: 2026-01-05 Authors: DatologyAI, :, Siddharth Joshi, Haoli Yin, Rishabh Adiga, Ricardo Monti, Aldo Carranza, Alex Fang, Alvin Deng, โฆ
๐ Original Info Title: Digital Twin-Driven Communication-Efficient Federated Anomaly Detection for Industrial IoT ArXiv ID: 2601.01701 Date: 2026-01-05 Authors: Mohammed Ayalew Belay, Adil Rasheed, Pierluigi Salvo Rossi ๐ Abstract Anomaly detection โฆ
๐ Original Info Title: Enhancing Object Detection with Privileged Information: A Model-Agnostic Teacher-Student Approach ArXiv ID: 2601.02016 Date: 2026-01-05 Authors: Matthias Bartolo, Dylan Seychell, Gabriel Hili, Matthew Montebello, Carl James โฆ
๐ Original Info Title: EverMemOS: A Self-Organizing Memory Operating System for Structured Long-Horizon Reasoning ArXiv ID: 2601.02163 Date: 2026-01-05 Authors: Chuanrui Hu, Xingze Gao, Zuyi Zhou, Dannong Xu, Yi Bai, Xintong Li, Hui Zhang, Tong Li, โฆ
๐ Original Info Title: Falcon-H1R: Pushing the Reasoning Frontiers with a Hybrid Model for Efficient Test-Time Scaling ArXiv ID: 2601.02346 Date: 2026-01-05 Authors: Falcon LLM Team, Iheb Chaabane, Puneesh Khanna, Suhail Mohmad, Slim Frikha, Shi Hu, โฆ
๐ Original Info Title: Higher-Order Action Regularization in Deep Reinforcement Learning: From Continuous Control to Building Energy Management ArXiv ID: 2601.02061 Date: 2026-01-05 Authors: Faizan Ahmed, Aniket Dixit, James Brusey ๐ Abstract Deep โฆ
๐ Original Info Title: HyperCLOVA X 8B Omni ArXiv ID: 2601.01792 Date: 2026-01-05 Authors: NAVER Cloud HyperCLOVA X Team ๐ Abstract In this report, we present HyperCLOVA X 8B Omni, the first any-to-any omnimodal model in the HyperCLOVA X family that โฆ
๐ Original Info Title: Jenius Agent: Towards Experience-Driven Accuracy Optimization in Real-World Scenarios ArXiv ID: 2601.01857 Date: 2026-01-05 Authors: Defei Xia, Bingfeng Pi, Shenbin Zhang, Song Hua, Yunfei Wei, Lei Zuo ๐ Abstract As agent โฆ
๐ Original Info Title: LLM-Empowered Functional Safety and Security by Design in Automotive Systems ArXiv ID: 2601.02215 Date: 2026-01-05 Authors: Nenad Petrovic, Vahid Zolfaghari, Fengjunjie Pan, Alois Knoll ๐ Abstract This paper presents โฆ
๐ Original Info Title: MergeRec: Model Merging for Data-Isolated Cross-Domain Sequential Recommendation ArXiv ID: 2601.01753 Date: 2026-01-05 Authors: Hyunsoo Kim, Jaewan Moon, Seongmin Park, Jongwuk Lee ๐ Abstract Modern recommender systems trained โฆ
๐ Original Info Title: Multi-granularity Interactive Attention Framework for Residual Hierarchical Pronunciation Assessment ArXiv ID: 2601.01745 Date: 2026-01-05 Authors: Hong Han, Hao-Chen Pei, Zhao-Zheng Nie, Xin Luo, Xin-Shun Xu ๐ Abstract โฆ
๐ Original Info Title: NextFlow: Unified Sequential Modeling Activates Multimodal Understanding and Generation ArXiv ID: 2601.02204 Date: 2026-01-05 Authors: Huichao Zhang, Liao Qu, Yiheng Liu, Hang Chen, Yangyang Song, Yongsheng Dong, Shikun Sun, โฆ
๐ Original Info Title: pdfQA: Diverse, Challenging, and Realistic Question Answering over PDFs ArXiv ID: 2601.02285 Date: 2026-01-05 Authors: Tobias Schimanski, Imene Kolli, Yu Fan, Ario Saeid Vaghefi, Jingwei Ni, Elliott Ash, Markus Leippold ๐ โฆ
๐ Original Info Title: Project Ariadne: A Structural Causal Framework for Auditing Faithfulness in LLM Agents ArXiv ID: 2601.02314 Date: 2026-01-05 Authors: Sourena Khanzadeh ๐ Abstract As Large Language Model (LLM) agents are increasingly tasked โฆ
๐ Original Info Title: Seeing the Unseen: Zooming in the Dark with Event Cameras ArXiv ID: 2601.02206 Date: 2026-01-05 Authors: Dachun Kai, Zeyu Xiao, Huyue Zhu, Jiaxiao Wang, Yueyi Zhang, Xiaoyan Sun ๐ Abstract This paper addresses low-light video โฆ
๐ Original Info Title: SingingBot: An Avatar-Driven System for Robotic Face Singing Performance ArXiv ID: 2601.02125 Date: 2026-01-05 Authors: Zhuoxiong Xu, Xuanchen Li, Yuhao Cheng, Fei Xu, Yichao Yan, Xiaokang Yang ๐ Abstract We present SingingBot, โฆ
๐ Original Info Title: Sparse Threats, Focused Defense: Criticality-Aware Robust Reinforcement Learning for Safe Autonomous Driving ArXiv ID: 2601.01800 Date: 2026-01-05 Authors: Qi Wei, Junchao Fan, Zhao Yang, Jianhua Wang, Jingkai Mao, Xiaolin โฆ
๐ Original Info Title: Surprisal and Metaphor Novelty Judgments: Moderate Correlations and Divergent Scaling Effects Revealed by Corpus-Based and Synthetic Datasets ArXiv ID: 2601.02015 Date: 2026-01-05 Authors: Omar Momen, Emilie Sitter, Berenike โฆ
๐ Original Info Title: The Homogeneity Trap: Spectral Collapse in Doubly-Stochastic Deep Networks ArXiv ID: 2601.02080 Date: 2026-01-05 Authors: Yizhi Liu ๐ Abstract Doubly-stochastic matrices (DSM) are increasingly utilized in deep โฆ
๐ Original Info Title: TopoLoRA-SAM: Topology-Aware Parameter-Efficient Adaptation of Foundation Segmenters for Thin-Structure and Cross-Domain Binary Semantic Segmentation ArXiv ID: 2601.02273 Date: 2026-01-05 Authors: Salim Khazem ๐ Abstract โฆ
๐ Original Info Title: VerLM: Explaining Face Verification Using Natural Language ArXiv ID: 2601.01798 Date: 2026-01-05 Authors: Syed Abdul Hannan, Hazim Bukhari, Thomas Cantalapiedra, Eman Ansar, Massa Baali, Rita Singh, Bhiksha Raj ๐ Abstract Face โฆ
๐ Original Info Title: VIBE: Visual Instruction Based Editor ArXiv ID: 2601.02242 Date: 2026-01-05 Authors: Grigorii Alekseenko, Aleksandr Gordeev, Irina Tolstykh, Bulat Suleimanov, Vladimir Dokholyan, Georgii Fedorov, Sergey Yakubson, Aleksandra โฆ
๐ Original Info Title: A unified multimodal understanding and generation model for cross-disciplinary scientific research ArXiv ID: 2601.01363 Date: 2026-01-04 Authors: Xiaomeng Yang, Zhiyu Tan, Xiaohui Zhong, Mengping Yang, Qiusheng Huang, Lei Chen, โฆ
๐ Original Info Title: Adaptive Hierarchical Evaluation of LLMs and SAST tools for CWE Prediction in Python ArXiv ID: 2601.01320 Date: 2026-01-04 Authors: Muntasir Adnan, Carlos C. N. Kuhn ๐ Abstract Large Language Models have become integral to โฆ
๐ Original Info Title: Beyond Gemini-3-Pro: Revisiting LLM Routing and Aggregation at Scale ArXiv ID: 2601.01330 Date: 2026-01-04 Authors: Shengji Tang, Weihao Lin, Jingqi Ye, Hao Li, Bo Zhang, Shuyue Hu, Tao Chen, Wangli Ouyang, Lei Bai, Peng Ye ๐ โฆ
๐ Original Info Title: Bridging the Data Gap: Creating a Hindi Text Summarization Dataset from the English XSUM ArXiv ID: 2601.01543 Date: 2026-01-04 Authors: Praveenkumar Katwe, RakeshChandra Balabantaray, Kaliprasad Vittala ๐ Abstract ๐ Full โฆ
๐ Original Info Title: Digital Twin AI: Opportunities and Challenges from Large Language Models to World Models ArXiv ID: 2601.01321 Date: 2026-01-04 Authors: Rong Zhou, Dongping Chen, Zihan Jia, Yao Su, Yixin Liu, Yiwen Lu, Dongwei Shi, Yue Huang, โฆ
๐ Original Info Title: Empowering Small Language Models with Factual Hallucination-Aware Reasoning for Financial Classification ArXiv ID: 2601.01378 Date: 2026-01-04 Authors: Han Yuan, Yilin Wu, Li Zhang, Zheng Ma ๐ Abstract Small language models โฆ
๐ Original Info Title: EscherVerse: An Open World Benchmark and Dataset for Teleo-Spatial Intelligence with Physical-Dynamic and Intent-Driven Understanding ArXiv ID: 2601.01547 Date: 2026-01-04 Authors: Tianjun Gu, Chenghua Gong, Jingyu Gong, โฆ
๐ Original Info Title: HanoiWorld : A Joint Embedding Predictive Architecture BasedWorld Model for Autonomous Vehicle Controller ArXiv ID: 2601.01577 Date: 2026-01-04 Authors: Tran Tien Dat, Nguyen Hai An, Nguyen Khanh Viet Dung, Nguyen Duy Duc ๐ โฆ
๐ Original Info Title: KGCE: Knowledge-Augmented Dual-Graph Evaluator for Cross-Platform Educational Agent Benchmarking with Multimodal Language Models ArXiv ID: 2601.01366 Date: 2026-01-04 Authors: Zixian Liu, Sihao Liu, Yuqi Zhao ๐ Abstract With โฆ
๐ Original Info Title: LinMU: Multimodal Understanding Made Linear ArXiv ID: 2601.01322 Date: 2026-01-04 Authors: Hongjie Wang, Niraj K. Jha ๐ Abstract Modern Vision-Language Models (VLMs) achieve impressive performance but are limited by the โฆ
๐ Original Info Title: Lying with Truths: Open-Channel Multi-Agent Collusion for Belief Manipulation via Generative Montage ArXiv ID: 2601.01685 Date: 2026-01-04 Authors: Jinwei Hu, Xinmiao Huang, Youcheng Sun, Yi Dong, Xiaowei Huang ๐ Abstract As โฆ
๐ Original Info Title: MOSS Transcribe Diarize Technical Report ArXiv ID: 2601.01554 Date: 2026-01-04 Authors: MOSI. AI, :, Donghua Yu, Zhengyuan Lin, Chen Yang, Yiyang Zhang, Hanfu Chen, Jingqi Chen, Ke Chen, Liwei Fan, Yi Jiang, Jie Zhu, Muchen Li, โฆ
๐ Original Info Title: Online Estimation and Manipulation of Articulated Objects ArXiv ID: 2601.01438 Date: 2026-01-04 Authors: Russell Buchanan, Adrian Rรถfer, Joรฃo Moura, Abhinav Valada, Sethu Vijayakumar ๐ Abstract From refrigerators to kitchen โฆ
๐ Original Info Title: OpenNovelty: An LLM-powered Agentic System for Verifiable Scholarly Novelty Assessment ArXiv ID: 2601.01576 Date: 2026-01-04 Authors: Ming Zhang, Kexin Tan, Yueyuan Huang, Yujiong Shen, Chunchun Ma, Li Ju, Xinran Zhang, Yuhui โฆ
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