A Controllable Agentic Framework for Time-Series Data Synthesis in Few-Shot Scenarios.

Shijian Wang Tingan Chen Shijian Wang Hanqian Wu Runqun Xiong A Controllable Agentic Framework for Time-Series Data Synthesis in Few-Shot Scenarios. DASFAA (4) 2026 539-554 conf/dasfaa/2026-4 https://doi.org/10.1007/978-981-92-0372-7_33 db/conf/dasfaa/dasfaa2026-4.html#ChenWWX26 streams/conf/dasfaa

Xiaoxi Li Wenxiang Jiao Jiarui Jin Shijian Wang Guanting Dong 0001 Jiajie Jin Hao Wang 0244 Yinuo Wang Ji-Rong Wen Yuan Lu Zhicheng Dou OmniGAIA: Towards Native Omni-Modal AI Agents. 2026 February abs/2602.22897 CoRR https://doi.org/10.48550/arXiv.2602.22897 db/journals/corr/corr2602.html#abs-2602-22897 streams/journals/corr

Bowei Xia Mengkang Hu Shijian Wang Jiarui Jin Wenxiang Jiao Yuan Lu Kexin Li Ping Luo Tool-Genesis: A Task-Driven Tool Creation Benchmark for Self-Evolving Language Agent. 2026 March abs/2603.05578 CoRR https://doi.org/10.48550/arXiv.2603.05578 db/journals/corr/corr2603.html#abs-2603-05578 streams/journals/corr

Siyi Li Jiajun Shi Shiwen Ni Ge Zhang 0009 Shuaimin Li Shijian Wang Zhoufutu Wen Yizhi Li Hamid Alinejad-Rokny Jiaheng Liu Min Yang 0007 Wenhao Huang 0001 CoTJudger: A Graph-Driven Framework for Automatic Evaluation of Chain-of-Thought Efficiency and Redundancy in LRMs. 2026 March abs/2603.07078 CoRR https://doi.org/10.48550/arXiv.2603.07078 db/journals/corr/corr2603.html#abs-2603-07078 streams/journals/corr

Zexuan Yan Jiarui Jin Yue Ma Shijian Wang Jiahui Hu Wenxiang Jiao Yuan Lu Linfeng Zhang GlyphBanana: Advancing Precise Text Rendering Through Agentic Workflows. 2026 March abs/2603.12155 CoRR https://doi.org/10.48550/arXiv.2603.12155 db/journals/corr/corr2603.html#abs-2603-12155 streams/journals/corr

Shijian Wang Jiarui Jin Runhao Fu Zexuan Yan Xingjian Wang Mengkang Hu Eric Wang Xiaoxi Li Kangning Zhang Li Yao Wenxiang Jiao Xuelian Cheng Yuan Lu Zongyuan Ge MuSEAgent: A Multimodal Reasoning Agent with Stateful Experiences. 2026 March abs/2603.27813 CoRR https://doi.org/10.48550/arXiv.2603.27813 db/journals/corr/corr2603.html#abs-2603-27813 streams/journals/corr

Fanqing Meng Lingxiao Du Zijian Wu 0003 Guanzheng Chen Xiangyan Liu Jiaqi Liao Chonghe Jiang Zhenglin Wan Jiawei Gu Pengfei Zhou Rui Huang Ziqi Zhao Shengyuan Ding Ailing Yu Bo Peng Bowei Xia Hao Sun 0015 Haotian Liang Ji Xie Jiajun Chen Jiajun Song Liu Yang Ming Xu Qionglin Qiu Runhao Fu Shengfang Zhai Shijian Wang Tengfei Ma Tianyi Wu Weiyang Jin Yan Wang 0033 Yang Dai Yao Lai Youwei Shu Yue Liu Yunzhuo Hao Yuwei Niu Jinkai Huang Jiayuan Zhuo Zhennan Shen Linyu Wu Cihang Xie Yuyin Zhou Jiaheng Zhang Zeyu Zheng Mengkang Hu Michael Qizhe Shieh ClawMark: A Living-World Benchmark for Multi-Turn, Multi-Day, Multimodal Coworker Agents. 2026 April abs/2604.23781 CoRR https://doi.org/10.48550/arXiv.2604.23781 db/journals/corr/corr2604.html#abs-2604-23781 streams/journals/corr

Licheng Pan Haochen Yang Haoxuan Li 0001 Yunsheng Lu Yongqi Tong Yinuo Wang Shijian Wang Zhixuan Chu Lei Shen Yuan Lu Hao Wang 0049 Optimal Transport for LLM Reward Modeling from Noisy Preference. 2026 May abs/2605.06036 CoRR https://doi.org/10.48550/arXiv.2605.06036 db/journals/corr/corr2605.html#abs-2605-06036 streams/journals/corr

Jiarui Jin Zexuan Yan Shijian Wang Wenxiang Jiao Yuan Lu AgentDisCo: Towards Disentanglement and Collaboration in Open-ended Deep Research Agents. 2026 May abs/2605.11732 CoRR https://doi.org/10.48550/arXiv.2605.11732 db/journals/corr/corr2605.html#abs-2605-11732 streams/journals/corr

Kangning Zhang Shuai Shao Qingyao Li Jianghao Lin Lingyue Fu Shijian Wang Wenxiang Jiao Yuan Lu Weiwen Liu Weinan Zhang 0001 Yong Yu 0001 MMSkills: Towards Multimodal Skills for General Visual Agents. 2026 May abs/2605.13527 CoRR https://doi.org/10.48550/arXiv.2605.13527 db/journals/corr/corr2605.html#abs-2605-13527 streams/journals/corr

Shijian Wang Linxin Song Ryotaro Shimizu Masayuki Goto Hanqian Wu Attributed Synthetic Data Generation for Zero-shot Domain-specific Image Classification. 1-6 2025 ICME https://doi.org/10.1109/ICME59968.2025.11209782 conf/icmcs/2025 db/conf/icmcs/icme2025.html#WangSSGW25 streams/conf/icmcs

Shijian Wang Linxin Song Ryotaro Shimizu Masayuki Goto Hanqian Wu Attributed Synthetic Data Generation for Zero-shot Domain-specific Image Classification. 2025 April abs/2504.04510 CoRR https://doi.org/10.48550/arXiv.2504.04510 db/journals/corr/corr2504.html#abs-2504-04510 streams/journals/corr

Shijian Wang Jiarui Jin Xingjian Wang Linxin Song Runhao Fu Hecheng Wang Zongyuan Ge Yuan Lu Xuelian Cheng Video-Thinker: Sparking "Thinking with Videos" via Reinforcement Learning. 2025 October abs/2510.23473 CoRR https://doi.org/10.48550/arXiv.2510.23473 db/journals/corr/corr2510.html#abs-2510-23473 streams/journals/corr

Shijian Wang Runhao Fu Siyi Zhao Qingqin Zhan Xingjian Wang Jiarui Jin Yuan Lu Hanqian Wu Cunjian Chen Synthetic Curriculum Reinforces Compositional Text-to-Image Generation. 2025 November abs/2511.18378 CoRR https://doi.org/10.48550/arXiv.2511.18378 db/journals/corr/corr2511.html#abs-2511-18378 streams/journals/corr

Mengkang Hu Bowei Xia Yuran Wu Ailing Yu Yude Zou Qiguang Chen Shijian Wang Jiarui Jin Kexin Li Wenxiang Jiao Yuan Lu Ping Luo Agent2World: Learning to Generate Symbolic World Models via Adaptive Multi-Agent Feedback. 2025 December abs/2512.22336 CoRR https://doi.org/10.48550/arXiv.2512.22336 db/journals/corr/corr2512.html#abs-2512-22336 streams/journals/corr

Wenhui Cao Erkun Yang Jinjin Li Huan Qiao Yuan Zhong Qing Zhong Da Xu Xueshen Wang Xiaolong Xu Shijian Wang Jian Chen Demonstration of 3 V Programmable Josephson Junction Arrays Using Non-Integer-Multiple Logic. 2024 abs/2402.16072 CoRR https://doi.org/10.48550/arXiv.2402.16072 db/journals/corr/corr2402.html#abs-2402-16072

Linxin Song Jiale Liu Jieyu Zhang 0001 Shaokun Zhang Ao Luo Shijian Wang Qingyun Wu Chi Wang 0001 Adaptive In-conversation Team Building for Language Model Agents. 2024 abs/2405.19425 CoRR https://doi.org/10.48550/arXiv.2405.19425 db/journals/corr/corr2405.html#abs-2405-19425

Chengguang Gan Qingyu Yin Xinyang He Hanjun Wei Yunhao Liang Younghun Lim Shijian Wang Hexiang Huang Qinghao Zhang Shiwen Ni Tatsunori Mori MMM: Multilingual Mutual Reinforcement Effect Mix Datasets & Test with Open-domain Information Extraction Large Language Models. 2024 abs/2407.10953 CoRR https://doi.org/10.48550/arXiv.2407.10953 db/journals/corr/corr2407.html#abs-2407-10953 streams/journals/corr

Shijian Wang Linxin Song Jieyu Zhang Ryotaro Shimizu Ao Luo Li Yao 0003 Cunjian Chen Julian J. McAuley Hanqian Wu Template Matters: Understanding the Role of Instruction Templates in Multimodal Language Model Evaluation and Training. 2024 abs/2412.08307 CoRR https://doi.org/10.48550/arXiv.2412.08307 db/journals/corr/corr2412.html#abs-2412-08307 streams/journals/corr

Shijian Wang Metallic Nanostructure W-shaped for Nano-optic and Numerical Simulation of Tandem Solar Cells on Silicon. (Nanostructure métallique en forme de W pour le Nano-optique et Simulation numérique des cellules solaires tandem sur silicium). 2019 University of Technology of Troyes, France https://tel.archives-ouvertes.fr/tel-03618862 Hamid Alinejad-Rokny Wenhui Cao Cunjian Chen Guanzheng Chen Jiajun Chen Jian Chen Qiguang Chen Tingan Chen Xuelian Cheng Zhixuan Chu Yang Dai Shengyuan Ding Guanting Dong 0001 Zhicheng Dou Lingxiao Du Lingyue Fu Runhao Fu Chengguang Gan ZongYuan GeZongyuan Ge Masayuki Goto Jiawei Gu Yunzhuo Hao Xinyang He Jiahui Hu Mengkang Hu Hexiang Huang Jinkai Huang Rui Huang Wenhao Huang 0001 Chonghe Jiang Wenxiang Jiao Jiajie Jin Jiarui Jin Weiyang Jin Yao Lai Haoxuan Li 0001 Jinjin Li Kexin Li Qingyao Li Shuaimin Li Siyi Li Xiaoxi Li Yizhi Li Haotian Liang Yunhao Liang Jiaqi Liao Younghun Lim Jianghao Lin Jiaheng Liu Jiale Liu Weiwen Liu Xiangyan Liu Yue Liu Yuan Lu Yunsheng Lu Ao Luo Ping Luo Tengfei Ma Yue Ma Julian J. McAuley Fanqing Meng Tatsunori Mori Shiwen Ni Yuwei Niu Licheng Pan Bo Peng Huan Qiao Qionglin Qiu Shuai Shao Lei Shen Zhennan Shen Jiajun Shi Michael ShiehMichael Qizhe Shieh Ryotaro Shimizu Youwei Shu Jiajun Song Linxin Song Hao Sun 0015 Yongqi Tong Zhenglin Wan Chi Wang 0001 Eric Wang Hao Wang 0049 Hao Wang 0244 Hecheng Wang Xingjian Wang Xueshen Wang Yan Wang 0033 Yinuo Wang Hanjun Wei Ji-Rong Wen Zhoufutu Wen Hanqian Wu Linyu Wu Qingyun Wu Tianyi Wu Yuran Wu Zijian Wu 0003 Bowei Xia Cihang Xie Ji Xie Runqun Xiong Da Xu Ming Xu Xiaolong Xu Zexuan Yan Erkun Yang Haochen Yang Liu Yang Min Yang 0007 Li Yao Li Yao 0003 Qingyu Yin Ailing Yu Yong Yu 0001 Shengfang Zhai Qingqin Zhan Ge Zhang 0009 Jiaheng Zhang Jieyu Zhang Jieyu Zhang 0001 Kangning Zhang Linfeng Zhang Qinghao Zhang Shaokun Zhang Weinan Zhang 0001 Siyi Zhao Ziqi Zhao Zeyu Zheng Qing Zhong Yuan Zhong Pengfei Zhou Yuyin Zhou Jiayuan Zhuo Yude Zou