I’m a master student at SIGS, THU, advised by Prof. Wenming Yang. Prior to that, I received my bachelor’s degree at CIEE, CAU. Previously, I was focusing on the interdisciplinary applications of both Agriculture and Artificial Intelligence. Now my research interests include Computer Vision, Multi-modal Large Language Models, Generative Models, etc. I am now actively looking for internships and collaborations in these fields! Feel free to contact with me through email(morleyolsen [AT] foxmail [DOT] com)!
🔥 News
- 2026.08: 🙌🙌 We released EffectLearner on arXiv!
- 2026.05: 🙌🙌 We released AVBench on arXiv!
- 2026.04: 🙌🙌 We released MemGround on arXiv!
- 2026.04: 🎈🎈 I joined Huawei as an intern!
- 2026.03: 🙌🙌 We released VisBrowse-Bench on arXiv!
- 2026.02: 🙌🙌 We released DSFC-Net on arXiv!
- 2026.01: 🎉🎉 1 paper was accepted by ICLR 2026 (CCF-A Conference)!
- 2025.12: 🙌🙌 We released EgoLCD on arXiv!
- 2025.12: 🎉🎉 1 paper was accepted by AAAI 2026 Workshop (CCF-A Conference Workshop)!
- 2025.08: 🎉🎉 1 paper was accepted by CAIT 2025 (EI Conference)!
- 2025.05: 🎉🎉 1 paper was accepted by Plants (SCI JCR-Q1 Journal)!
- 2024.10: 🎈🎈 I joined Xiaomi as an intern!
- 2024.09: 🎉🎉 I am pre-admitted to THU as a master student!
📝 Papers
▲: Equal contribution.
Conference Papers
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HSSBench: Benchmarking Humanities and Social Sciences Ability for Multimodal Large Language Models
Zhaolu Kang, Junhao Gong, Jiaxu Yan,
Wanke Xia, Yian Wang, Zhuo Cheng, Wenhao Cao, Ziwen Wang, Zhiyuan Feng, Huaxuan Ding, Siqi He, Shannan Yan, Xiaomin He, Junzhe Chen, Chaoya Jiang, Wei Ye, Kaidong Yu, Xuelong Li. -
An Overall Real-Time Mechanism for Classification and Quality Evaluation of Rice
Wanke Xia▲, Ruoxin Peng▲, Haoqi Chu, Xinlei Zhu, Zhiyu Yang, Yiting Zhao, Lili Yang. -
An Improved Pure Fully Connected Neural Network for Rice Grain Classification
Wanke Xia, Bo Lv, Xunwen Xiang, Ruoxin Peng, Haoqi Chu, Xinlei Zhu, Zhiyu Yang, Lili Yang.
Jounral Papers
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Zhiyu Yang,
Wanke Xia, Haoqi Chu, Wenhao Su, Ruifeng Wang, Haihua Wang.
Preprints
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EffectLearner: World-Aware Object-Effect Reasoning for Real-World Video Object Removal
Feier Wu▲,
Wanke Xia▲, Xu He▲, Zilang Zhou, Si Chen, Dongxia Liu, Liyang Chen, Qimeng Wu, Zhengbo Zhang, Wenming Yang, Zhiyong Wu. -
Jialiang Yang, Bin Xia, Ruihang Chu, Dingdong Wang,
Wanke Xia, Zhun Mou, Tianyang Zhong, Yiting Zhao, Wenming Yang. -
MemGround: Long-Term Memory Evaluation Kit for Large Language Models in Gamified Scenarios
Yihang Ding▲,
Wanke Xia▲, Yiting Zhao▲, Jinbo Su, Jialiang Yang, Zhengbo Zhang, Ke Wang, Wenming Yang. -
VisBrowse-Bench: Benchmarking Visual-Native Search for Multimodal Browsing Agents
Zhengbo Zhang, Jinbo Su, Zhaowen Zhou, Changtao Miao, Yuhan Hong, Qimeng Wu, Yumeng Liu, Feier Wu, Yihe Tian, Yuhao Liang, Zitong Shan,
Wanke Xia, Yi-Fan Zhang, Bo Zhang, Zhe Li, Shiming Xiang, Ying Yan. -
DSFC-Net: A Dual-Encoder Spatial and Frequency Co-Awareness Network for Rural Road Extraction
Zhengbo Zhang, Yihe Tian,
Wanke Xia, Lin Chen, Yue Sun, Kun Ding, Ying Wang, Bing Xu, Shiming Xiang. -
EgoLCD: Egocentric Video Generation with Long Context Diffusion
Liuzhou Zhang, Jiarui Ye, Yuanlei Wang, Ming Zhong, Mingju Cao,
Wanke Xia, Bowen Zeng, Zeyu Zhang, Hao Tang.
🎖 Honors
- 2025.06, Outstanding Graduate of Beijing Ordinary Colleges and Universities.
- 2024.12, National Scholarship.
- 2024.10, Lenovo Scholarship.
- 2023.12, National Encouragement Scholarship.
- 2023.11, Lenovo Scholarship.
- 2022.12, National Encouragement Scholarship.
- 2021.12, National Encouragement Scholarship.
📖 Educations
- 2025.09 - 2028.06 (expected), M.S. in Electronic and Information Engineering, Shenzhen International Graduate School, Tsinghua University.
- 2021.09 - 2025.06, B.E. in Computer Science and Technology, College of Information and Electrical Engineering, China Agricultural University.
💻 Internships
- 2026.04 - 2025.08, 2012 Laboratories,
Huawei, Shenzhen, China. - 2024.10 - 2025.02, International Internet Business Department,
Xiaomi, Beijing, China.