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Daily Papers

byAK and the research community

Jan 12

Submitted by

xiaochonglinghu

Thinking with Map: Reinforced Parallel Map-Augmented Agent for Geolocalization

alibaba-inc

Submitted by

NeoZ123

Chaining the Evidence: Robust Reinforcement Learning for Deep Search Agents with Citation-Aware Rubric Rewards

zai-org

Z.ai

Submitted by

LightChen2333

The Molecular Structure of Thought: Mapping the Topology of Long Chain-of-Thought Reasoning

ByteDance

Submitted by

zhangboguodong

EnvScaler: Scaling Tool-Interactive Environments for LLM Agent via Programmatic Synthesis

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6 authors

Submitted by

Ningyu

Can We Predict Before Executing Machine Learning Agents?

antgroup

Submitted by

Ningyu

Illusions of Confidence? Diagnosing LLM Truthfulness via Neighborhood Consistency

Zhejiang University

Submitted by

Viglong

Orient Anything V2: Unifying Orientation and Rotation Understanding

·
8 authors

Submitted by

taesiri

Goal Force: Teaching Video Models To Accomplish Physics-Conditioned Goals

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9 authors

Submitted by

rajkumarrawal

SmartSearch: Process Reward-Guided Query Refinement for Search Agents

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3 authors

Submitted by

langfeng01

AgentOCR: Reimagining Agent History via Optical Self-Compression

NanyangTechnologicalUniversity

Nanyang Technological University

Submitted by

taesiri

VideoAR: Autoregressive Video Generation via Next-Frame & Scale Prediction

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7 authors

Submitted by

liboaccn

DR-LoRA: Dynamic Rank LoRA for Mixture-of-Experts Adaptation

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6 authors

Submitted by

taesiri

IIB-LPO: Latent Policy Optimization via Iterative Information Bottleneck

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11 authors

Submitted by

devichand

Router-Suggest: Dynamic Routing for Multimodal Auto-Completion in Visually-Grounded Dialogs

Indian Institute of Technology, Kharagpur

Submitted by

taesiri

GenCtrl -- A Formal Controllability Toolkit for Generative Models

apple

Submitted by

taesiri

Over-Searching in Search-Augmented Large Language Models

apple