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2508.05748
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WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent
7 August 2025
Xin Guan
Peng Xia
Zhen Zhang
Xinyu Wang
Qiuchen Wang
Ruixue Ding
Chenxi Wang
Jialong Wu
Yida Zhao
Kuan Li
Yong Jiang
Pengjun Xie
Fei Huang
Jingren Zhou
Re-assign community
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HuggingFace (84 upvotes)
Github (6541★)
Papers citing
"WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent"
24 / 24 papers shown
ARM-Thinker: Reinforcing Multimodal Generative Reward Models with Agentic Tool Use and Visual Reasoning
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Jianze Liang
Bin Wang
Conghui He
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LRM
202
0
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04 Dec 2025
From Illusion to Intention: Visual Rationale Learning for Vision-Language Reasoning
C. Wang
Haozhe Wang
Xi Chen
J. Liu
Taofeng Xue
Chong Peng
Donglian Qi
Fangzhen Lin
Yunfeng Yan
OffRL
LRM
312
0
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28 Nov 2025
Agent0-VL: Exploring Self-Evolving Agent for Tool-Integrated Vision-Language Reasoning
Jiaqi Liu
Kaiwen Xiong
Peng Xia
Yiyang Zhou
Haonian Ji
Lu Feng
S. Han
Mingyu Ding
Huaxiu Yao
LLMAG
LRM
VLM
477
4
0
25 Nov 2025
Agent0: Unleashing Self-Evolving Agents from Zero Data via Tool-Integrated Reasoning
Peng Xia
K. Zeng
Jiaqi Liu
Can Qin
Fang Wu
Yiyang Zhou
Caiming Xiong
Huaxiu Yao
LLMAG
LM&Ro
SyDa
729
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20 Nov 2025
Taxonomy, Evaluation and Exploitation of IPI-Centric LLM Agent Defense Frameworks
Zimo Ji
Xunguang Wang
Zongjie Li
Pingchuan Ma
Yudong Gao
Daoyuan Wu
Xincheng Yan
Tian Tian
Shuai Wang
LLMAG
AAML
319
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0
19 Nov 2025
DeepEyesV2: Toward Agentic Multimodal Model
IEEE Transactions on Audio, Speech, and Language Processing (TASLP), 2025
Jack Hong
Chenxiao Zhao
ChengLin Zhu
Weiheng Lu
Guohai Xu
Xing Yu
130
5
0
07 Nov 2025
CostBench: Evaluating Multi-Turn Cost-Optimal Planning and Adaptation in Dynamic Environments for LLM Tool-Use Agents
Jiayu Liu
Cheng Qian
Zhaochen Su
Qing Zong
Shijue Huang
Bingxiang He
Yi R. Fung
LLMAG
93
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04 Nov 2025
ParallelMuse: Agentic Parallel Thinking for Deep Information Seeking
Baixuan Li
Dingchu Zhang
Jialong Wu
Wenbiao Yin
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Haiyang Shen
Runnan Fang
Pengjun Xie
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Yong Jiang
LLMAG
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125
1
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28 Oct 2025
InteractComp: Evaluating Search Agents With Ambiguous Queries
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Lijun Huang
Yani Fan
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Fashen Ren
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Xiangru Tang
Nan Tang
Chenglin Wu
Yuyu Luo
145
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0
28 Oct 2025
A Comprehensive Survey on Reinforcement Learning-based Agentic Search: Foundations, Roles, Optimizations, Evaluations, and Applications
Minhua Lin
Zongyu Wu
Zhichao Xu
Hui Liu
Xianfeng Tang
Qi He
Charu C. Aggarwal
Hui Liu
Xiang Zhang
Suhang Wang
AI4TS
LRM
560
2
0
19 Oct 2025
A Survey on Agentic Multimodal Large Language Models
Huanjin Yao
Ruifei Zhang
Jiaxing Huang
Jingyi Zhang
Yibo Wang
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Ruolin Zhu
Yongcheng Jing
Shunyu Liu
Guanbin Li
Dacheng Tao
LM&Ro
AIFin
AI4TS
LRM
AI4CE
250
5
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13 Oct 2025
DeepResearchGuard: Deep Research with Open-Domain Evaluation and Multi-Stage Guardrails for Safety
Wei-Chieh Huang
Henry Peng Zou
Y. Wu
Dongyuan Li
Yankai Chen
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Chunyu Miao
Liancheng Fang
Langzhou He
Renhe Jiang
Philip S. Yu
150
1
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13 Oct 2025
GraphTracer: Graph-Guided Failure Tracing in LLM Agents for Robust Multi-Turn Deep Search
Heng Zhang
Yuling Shi
Xiaodong Gu
Haochen You
Zijian Zhang
Lubin Gan
Yilei Yuan
Jin Huang
131
2
0
12 Oct 2025
Autonomous Agents for Scientific Discovery: Orchestrating Scientists, Language, Code, and Physics
Lianhao Zhou
Hongyi Ling
Cong Fu
Yepeng Huang
Michael Sun
...
X. Qian
Heng Ji
Wei Wang
Marinka Zitnik
Shuiwang Ji
LLMAG
LM&Ro
AI4CE
184
3
0
10 Oct 2025
MR
2
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2
-Bench: Going Beyond Matching to Reasoning in Multimodal Retrieval
Junjie Zhou
Ze Liu
Lei Xiong
Jin-Ge Yao
Yueze Wang
...
Zhicheng Dou
Siqi Bao
Defu Lian
Yongping Xiong
Zheng Liu
VLM
LRM
134
0
0
30 Sep 2025
Latent Visual Reasoning
Bangzheng Li
Ximeng Sun
Jiang-Long Liu
Ze Wang
Jialian Wu
Xiaodong Yu
Hao Chen
Emad Barsoum
Muhao Chen
Zicheng Liu
LRM
VLM
203
6
0
29 Sep 2025
PiERN: Token-Level Routing for Integrating High-Precision Computation and Reasoning
Hengbo Xiao
Jingyuan Fan
Xin Tong
Jingzhao Zhang
Chao Lu
Guannan He
MoE
184
0
0
17 Sep 2025
Towards General Agentic Intelligence via Environment Scaling
Runnan Fang
Shihao Cai
Baixuan Li
Jialong Wu
Guangyu Li
...
Zhengwei Tao
Yong Jiang
Pengjun Xie
Fei Huang
Jingren Zhou
LRM
127
14
0
16 Sep 2025
Scaling Agents via Continual Pre-training
L. Su
Zhen Zhang
Guangyu Li
Zhuo Chen
Chenxi Wang
...
Chenxiong Qian
Yong Jiang
Pengjun Xie
Fei Huang
Jingren Zhou
LLMAG
AIFin
CLL
LM&Ro
LRM
137
19
0
16 Sep 2025
WebSailor-V2: Bridging the Chasm to Proprietary Agents via Synthetic Data and Scalable Reinforcement Learning
Kuan Li
Zhongwang Zhang
Huifeng Yin
Rui Ye
Yida Zhao
...
Zhen Zhang
Yong Jiang
Pengjun Xie
Fei Huang
Jingren Zhou
166
22
0
16 Sep 2025
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
Xin Lai
Junyi Li
Wei Li
Tao Liu
Tianjian Li
Hengshuang Zhao
LRM
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143
30
0
09 Sep 2025
Reinforcement Learning Foundations for Deep Research Systems: A Survey
Wenjun Li
Z. Chen
Jingru Lin
Hannan Cao
Wei Han
...
Zhi Zhang
Kuicai Dong
Dexun Li
Chen Zhang
Yong Liu
OffRL
212
4
0
08 Sep 2025
MMSearch-Plus: Benchmarking Provenance-Aware Search for Multimodal Browsing Agents
Xijia Tao
Yihua Teng
Xinxing Su
Xinyu Fu
Jihao Wu
Chaofan Tao
Ziru Liu
Haoli Bai
Rui Liu
Lingpeng Kong
VLM
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159
0
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29 Aug 2025
Deep Research Agents: A Systematic Examination And Roadmap
Y. Huang
Yihao Chen
Haozheng Zhang
Kang Li
Huichi Zhou
...
Lifeng Shang
Songcen Xu
Jianye Hao
Youssef Attia El Hili
Jun Wang
LLMAG
282
48
0
22 Jun 2025
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