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NovelSeek: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification

NovelSeek: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification

22 May 2025
NovelSeek Team
Bo Zhang
Shiyang Feng
Xiangchao Yan
Jiakang Yuan
Zhiyin Yu
Xiaohan He
Songtao Huang
Shaowei Hou
Zheng Nie
Zhilong Wang
Jinyao Liu
Runmin Ma
Tianshuo Peng
Peng Ye
Dongzhan Zhou
Shufei Zhang
Xiaosong Wang
Yilan Zhang
Meng Li
Zhongying Tu
Xiangyu Yue
W. Ouyang
Bowen Zhou
Lei Bai
    LLMAG
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Papers citing "NovelSeek: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification"

26 / 26 papers shown
Title
SenseFlow: A Physics-Informed and Self-Ensembling Iterative Framework for Power Flow Estimation
SenseFlow: A Physics-Informed and Self-Ensembling Iterative Framework for Power Flow Estimation
Zhen Zhao
Wenqi Huang
Zicheng Wang
Jiaxuan Hou
Peng Li
Lei Bai
60
1
0
18 May 2025
The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search
The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search
Yutaro Yamada
R. T. Lange
Cong Lu
Shengran Hu
Chris Xiaoxuan Lu
Jakob Foerster
Jeff Clune
David Ha
88
19
0
10 Apr 2025
AgentRxiv: Towards Collaborative Autonomous Research
AgentRxiv: Towards Collaborative Autonomous Research
Samuel Schmidgall
Michael Moor
133
7
0
23 Mar 2025
SurveyForge: On the Outline Heuristics, Memory-Driven Generation, and Multi-dimensional Evaluation for Automated Survey Writing
Xiangchao Yan
Shiyang Feng
Jiakang Yuan
Renqiu Xia
Bin Wang
Bo Zhang
Junlin Wu
94
3
0
06 Mar 2025
Towards an AI co-scientist
Towards an AI co-scientist
Juraj Gottweis
W. Weng
Alexander Daryin
T. Tu
Anil Palepu
...
Gary Peltz
Yunhan Xu
Annalisa Pawlosky
Alan Karthikesalingam
Vivek Natarajan
LLMAG
92
45
0
26 Feb 2025
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
DeepSeek-AI
Daya Guo
Dejian Yang
Haowei Zhang
Junxiao Song
...
Shiyu Wang
S. Yu
Shunfeng Zhou
Shuting Pan
S.S. Li
ReLM
VLM
OffRL
AI4TS
LRM
367
1,643
0
22 Jan 2025
Agent Laboratory: Using LLM Agents as Research Assistants
Samuel Schmidgall
Yusheng Su
Zihan Wang
Xingwu Sun
Jialian Wu
Xiaodong Yu
Jiang Liu
Zicheng Liu
Emad Barsoum
LLMAG
75
59
2
08 Jan 2025
URSA: Understanding and Verifying Chain-of-thought Reasoning in Multimodal Mathematics
URSA: Understanding and Verifying Chain-of-thought Reasoning in Multimodal Mathematics
Ruilin Luo
Zhuofan Zheng
Yifan Wang
Xinzhe Ni
Zicheng Lin
...
Yiyao Yu
C. Shi
Ruihang Chu
Jin Zeng
Yujiu Yang
LRM
121
20
0
08 Jan 2025
GPT-4o System Card
GPT-4o System Card
OpenAI OpenAI
:
Aaron Hurst
Adam Lerer
Adam P. Goucher
...
Yuchen He
Yuchen Zhang
Yujia Jin
Yunxing Dai
Yury Malkov
MLLM
184
901
0
25 Oct 2024
Chain of Ideas: Revolutionizing Research Via Novel Idea Development with
  LLM Agents
Chain of Ideas: Revolutionizing Research Via Novel Idea Development with LLM Agents
Long Li
Weiwen Xu
Jiayan Guo
Ruochen Zhao
Xingxuan Li
...
Ronghao Dang
Deli Zhao
Yu Rong
Tian Feng
Lidong Bing
LRM
AI4CE
68
28
0
17 Oct 2024
Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via
  Self-Improvement
Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement
An Yang
Beichen Zhang
Binyuan Hui
Bofei Gao
Bowen Yu
...
Mingfeng Xue
Runji Lin
Tianyu Liu
Xingzhang Ren
Zhenru Zhang
OSLM
LRM
90
281
0
18 Sep 2024
LLaVA-OneVision: Easy Visual Task Transfer
LLaVA-OneVision: Easy Visual Task Transfer
Bo Li
Yuanhan Zhang
Dong Guo
Renrui Zhang
Feng Li
Hao Zhang
Kaichen Zhang
Yanwei Li
Ziwei Liu
Chunyuan Li
MLLM
SyDa
VLM
110
775
0
06 Aug 2024
Large Language Models as Biomedical Hypothesis Generators: A
  Comprehensive Evaluation
Large Language Models as Biomedical Hypothesis Generators: A Comprehensive Evaluation
Biqing Qi
Kaiyan Zhang
Kai Tian
Haoxiang Li
Zhang-Ren Chen
Sihang Zeng
Ermo Hua
Hu Jinfang
Bowen Zhou
LM&MA
89
16
0
12 Jul 2024
How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal
  Models with Open-Source Suites
How Far Are We to GPT-4V? Closing the Gap to Commercial Multimodal Models with Open-Source Suites
Zhe Chen
Weiyun Wang
Hao Tian
Shenglong Ye
Zhangwei Gao
...
Tong Lu
Dahua Lin
Yu Qiao
Jifeng Dai
Wenhai Wang
MLLM
VLM
106
606
0
25 Apr 2024
Hypothesis Generation with Large Language Models
Hypothesis Generation with Large Language Models
Yangqiaoyu Zhou
Haokun Liu
Tejes Srivastava
Hongyuan Mei
Chenhao Tan
LRM
67
40
0
05 Apr 2024
Large Language Models are Zero Shot Hypothesis Proposers
Large Language Models are Zero Shot Hypothesis Proposers
Biqing Qi
Kaiyan Zhang
Haoxiang Li
Kai Tian
Sihang Zeng
Zhang-Ren Chen
Bowen Zhou
50
35
0
10 Nov 2023
MathVista: Evaluating Mathematical Reasoning of Foundation Models in
  Visual Contexts
MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts
Pan Lu
Hritik Bansal
Tony Xia
Jiacheng Liu
Chun-yue Li
Hannaneh Hajishirzi
Hao Cheng
Kai-Wei Chang
Michel Galley
Jianfeng Gao
LRM
MLLM
116
616
0
03 Oct 2023
Large Language Models for Automated Open-domain Scientific Hypotheses
  Discovery
Large Language Models for Automated Open-domain Scientific Hypotheses Discovery
Zonglin Yang
Xinya Du
Junxian Li
Jie Zheng
Soujanya Poria
Min Zhang
LRM
55
54
0
06 Sep 2023
SciMON: Scientific Inspiration Machines Optimized for Novelty
SciMON: Scientific Inspiration Machines Optimized for Novelty
Qingyun Wang
Doug Downey
Heng Ji
Tom Hope
LLMAG
69
76
0
23 May 2023
Sigmoid Loss for Language Image Pre-Training
Sigmoid Loss for Language Image Pre-Training
Xiaohua Zhai
Basil Mustafa
Alexander Kolesnikov
Lucas Beyer
CLIP
VLM
184
1,150
0
27 Mar 2023
Are Transformers Effective for Time Series Forecasting?
Are Transformers Effective for Time Series Forecasting?
Ailing Zeng
Mu-Hwa Chen
L. Zhang
Qiang Xu
AI4TS
149
1,731
0
26 May 2022
Center-based 3D Object Detection and Tracking
Center-based 3D Object Detection and Tracking
Tianwei Yin
Xingyi Zhou
Philipp Krahenbuhl
3DPC
97
1,604
0
19 Jun 2020
BERT: Pre-training of Deep Bidirectional Transformers for Language
  Understanding
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Jacob Devlin
Ming-Wei Chang
Kenton Lee
Kristina Toutanova
VLM
SSL
SSeg
1.8K
94,770
0
11 Oct 2018
Encoder-Decoder with Atrous Separable Convolution for Semantic Image
  Segmentation
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation
Liang-Chieh Chen
Yukun Zhu
George Papandreou
Florian Schroff
Hartwig Adam
SSeg
439
13,132
0
07 Feb 2018
PointNet: Deep Learning on Point Sets for 3D Classification and
  Segmentation
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
C. Qi
Hao Su
Kaichun Mo
Leonidas Guibas
3DH
3DPC
3DV
PINN
484
14,309
0
02 Dec 2016
Wide Residual Networks
Wide Residual Networks
Sergey Zagoruyko
N. Komodakis
337
7,984
0
23 May 2016
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