The Research Desk.

The most upvoted and starred AI research crossing the community today.

Last Brew Time: Jul 3, 2026, 5:34 AM PT

X.com Research Buzz

NLP
Geometric Context Transformer for Streaming 3D Reconstruction
X.com
5694

Geometric Context Transformer for Streaming 3D Reconstruction

Lin-Zhuo Chen, Jian Gao, Yihang Chen, Ka Leong Cheng, Yipengjing Sun, Liangxiao Hu, Nan Xue, Xing Zhu, Yujun Shen, Yao Yao, Yinghao Xu

Computer Vision
LocateAnything: Fast and High-Quality Vision-Language Grounding with Parallel Box Decoding
X.com
2806

LocateAnything: Fast and High-Quality Vision-Language Grounding with Parallel Box Decoding

Shihao Wang, Shilong Liu, Yuanguo Kuang, Xinyu Wei, Yangzhou Liu, Zhiqi Li, Yunze Man, Guo Chen, Andrew Tao, Guilin Liu, Jan Kautz, Lei Zhang, Zhiding Yu

NVIDIA

AlphaXiv Trending

Orca: The World is in Your Mind
AlphaXiv
227

Orca: The World is in Your Mind

Beijing Academy of Artificial Intelligence, Yihao Wang, Yuheng Ji, Mingyu Cao

Beijing Academy of Artificial Intelligence

Reasoning
DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation
AlphaXiv
189

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation

Xin Cheng, Xingkai Yu, Chenze Shao

Reinforcement Learning
The Hitchhiker's Guide to Agentic AI: From Foundations to Systems
AlphaXiv
176

The Hitchhiker's Guide to Agentic AI: From Foundations to Systems

Haggai Roitman

Reinforcement Learning
Scaling the Horizon, Not the Parameters: Reaching Trillion-Parameter Performance with a 35B Agent
AlphaXiv
81

Scaling the Horizon, Not the Parameters: Reaching Trillion-Parameter Performance with a 35B Agent

Lei Bai, Zongsheng Cao, Yang Chen

Shanghai Artificial Intelligence Laboratory

Machine Learning
MOPD: Multi-Teacher On-Policy Distillation for Capability Integration in LLM Post-Training
AlphaXiv
59

MOPD: Multi-Teacher On-Policy Distillation for Capability Integration in LLM Post-Training

Wenhan Ma, Jianyu Wei, Liang Zhao

Peking University, University of Hong Kong, Renmin University of China

Reinforcement Learning
DOPD: Dual On-policy Distillation
AlphaXiv
51

DOPD: Dual On-policy Distillation

Xinlei Yu, Gen Li, Qingyi Si

NUS 2 MMLab, CUHK 3 PKU 4 Explore Academy, JD

HuggingFace Daily Papers

NLP
AgenticSTS: A Bounded-Memory Testbed for Long-Horizon LLM Agents
HuggingFace
36

AgenticSTS: A Bounded-Memory Testbed for Long-Horizon LLM Agents

Xiangchen Cheng, Yunwei Jiang, Jianwen Sun, Zizhen Li, Chuanhao Li

Alaya Studio

Reinforcement Learning
EvoPolicyGym: Evaluating Autonomous Policy Evolution in Interactive Environments
HuggingFace
35

EvoPolicyGym: Evaluating Autonomous Policy Evolution in Interactive Environments

Zhilin Wang, Han Song, Runzhe Zhan, Jusen Du, Jiacheng Chen

Reinforcement Learning
Breaking Failure Cascades: Step-Aware Reinforcement Learning for Medical Multimodal Reasoning
HuggingFace
10

Breaking Failure Cascades: Step-Aware Reinforcement Learning for Medical Multimodal Reasoning

Junha Jung, Minbyul Jeong, Suhyeon Lim, Sungwook Jung, Jaehoon Yun

Reasoning
AGVBench: A Reliability-Oriented Benchmark of Data Augmentation for Vein Recognition
HuggingFace
8

AGVBench: A Reliability-Oriented Benchmark of Data Augmentation for Vein Recognition

Haiyang Li, Yuming Fu, Qun Song, Hongchao Liao, Jing Chen

Chongqing Technology and Business University

Reasoning
Transferability for General Reasoning: An Automated Curriculum for Multi-Domain RLVR
HuggingFace
2

Transferability for General Reasoning: An Automated Curriculum for Multi-Domain RLVR

Yongjin Yang, Jiarui Liu, Yinghui He, Lechen Zhang, Bernhard Schölkopf

University of Toronto

Computer Vision
InstanceControl: Controllable Complex Image Generation without Instance Labeling
HuggingFace
2

InstanceControl: Controllable Complex Image Generation without Instance Labeling

Xiaoyu Liu, Huan Wang, Fan Li, Zhixin Wang, Jiaqi Xu