Papers

Weida Wang, Dongchen Huang, Jiatong Li, et al.

TreePO: Bridging the Gap of Policy Optimization and Efficacy and Inference Efficiency with Heuristic Tree-based Modeling

Reinforcement Learning

Yizhi Li, Qingshui Gu, Zhoufutu Wen, et al.

Nemotron-CC-Math: A 133 Billion-Token-Scale High Quality Math Pretraining Dataset

Rabeeh Karimi Mahabadi, Sanjeev Satheesh, Shrimai Prabhumoye, et al.

Mathematics

Understanding Tool-Integrated Reasoning

Heng Lin, Zhongwen Xu

Spacer: Towards Engineered Scientific Inspiration

Minhyeong Lee, Suyoung Hwang, Seunghyun Moon, et al.

Text Generation

Beyond Memorization: Extending Reasoning Depth with Recurrence, Memory and Test-Time Compute Scaling

Ivan Rodkin, Daniil Orel, Konstantin Smirnov, et al.

Transformer

VibeVoice Technical Report

Text-to-Speech

Synthesis

Zhiliang Peng, Jianwei Yu, Wenhui Wang, et al.

MMTok: Multimodal Coverage Maximization for Efficient Inference of VLMs

Multimodal Representation

Sixun Dong, Juhua Hu, Mian Zhang, et al.

MV-RAG: Retrieval Augmented Multiview Diffusion

3D Generation

Diffusion Model

Yosef Dayani, Omer Benishu, Sagie Benaim

Connecting metal-organic framework synthesis to applications using multimodal machine learning

Sartaaj Takrim Khan, Seyed Mohamad Moosavi

Deep Learning

Model Context Protocols in Adaptive Transport Systems: A Survey

Transportation

Modeling

Gaurab Chhetri, Shriyank Somvanshi, Md Monzurul Islam, et al.

Algorithmic Collective Action with Multiple Collectives

Modeling

Sentiment Classification

Claudio Battiloro, Pietro Greiner, Bret Nestor, Oumaima Amezgar, Francesca Dominici

OpenCUA: Open Foundations for Computer-Use Agents

Xinyuan Wang, Bowen Wang, Dunjie Lu, et al.

Dataset

Spatial Policy: Guiding Visuomotor Robotic Manipulation with Spatial-Aware Modeling and Reasoning

Yijun Liu, Yuwei Liu, Yuan Meng, et al.

Embodied Intelligence

Jet-Nemotron: Efficient Language Model with Post Neural Architecture Search

Yuxian Gu, Qinghao Hu, Shang Yang, et al.

Transformer

CRISP: Persistent Concept Unlearning via Sparse Autoencoders

Tomer Ashuach, Dana Arad, Aaron Mueller, et al.

Benchmarks

Selective Contrastive Learning for Weakly Supervised Affordance Grounding

Computer Vision

Image Recognition

WonJun Moon, Hyun Seok Seong, Jae-Pil Heo

EgoTwin: Dreaming Body and View in First Person

Video Generation

Text-to-Video

Jingqiao Xiu, Fangzhou Hong, Yicong Li, et al.

Beyond Pass@1: Self-Play with Variational Problem Synthesis Sustains RLVR

Reinforcement Learning

Xiao Liang, Zhongzhi Li, Yeyun Gong, et al.

ODYSSEY: Open-World Quadrupeds Exploration and Manipulation for Long-Horizon Tasks

Embodied Intelligence

Any-to-Any

Kaijun Wang, Liqin Lu, Mingyu Liu, et al.

AgentFly: Fine-tuning LLM Agents without Fine-tuning LLMs

Reinforcement Learning

Huichi Zhou, Yihang Chen, Siyuan Guo, et al.

Constraints-Guided Diffusion Reasoner for Neuro-Symbolic Learning

Xuan Zhang, Zhijian Zhou, Weidi Xu, et al.

Deep Learning

LLM-Based Agents for Competitive Landscape Mapping in Drug Asset Due Diligence

Document Understanding

Alisa Vinogradova, Vlad Vinogradov, Dmitrii Radkevich, et al.

SceneGen: Single-Image 3D Scene Generation in One Feedforward Pass

3D Generation

3D Model

Yanxu Meng, Haoning Wu, Ya Zhang, et al.

A Survey on Large Language Model Benchmarks

Shiwen Ni, Guhong Chen, Shuaimin Li, et al.

Dataset

Waver: Wave Your Way to Lifelike Video Generation

Image-to-Video

Text-to-Video

Yifu Zhang, Hao Yang, Yuqi Zhang, et al.

LiveMCP-101: Stress Testing and Diagnosing MCP-enabled Agents on Challenging Queries

Benchmarks

Ming Yin, Dinghan Shen, Silei Xu, et al.

Deep Think with Confidence

Yichao Fu, Xuewei Wang, Yuandong Tian, et al.

Mobile-Agent-v3: Foundamental Agents for GUI Automation

Jiabo Ye, Xi Zhang, Haiyang Xu, et al.

Intern-S1: A Scientific Multimodal Foundation Model

Lei Bai, Zhongrui Cai, Maosong Cao, et al.

Any-to-Any

Language-Guided Tuning: Enhancing Numeric Optimization with Textual Feedback

Any-to-Any