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2020 – today
- 2025
[j2]Lyuyi Zhu
, Qixin Zhang, Xiangru Jian, Yu Yang:
Graph convolutional network for traffic incidents duration classification. Eng. Appl. Artif. Intell. 151: 110570 (2025)- [j1]Xiangru Jian, Xinjian Zhao, Wei Pang, Chaolong Ying, Yimu Wang, Yaoyao Xu, Tianshu Yu:
Rethinking Spectral Augmentation for Contrast-based Graph Self-Supervised Learning. Trans. Mach. Learn. Res. 2025 (2025) - [c6]Juan A. Rodríguez, Xiangru Jian, Siba Smarak Panigrahi, Tianyu Zhang, Aarash Feizi, Abhay Puri, Akshay Kalkunte Suresh, François Savard, Ahmed Masry, Shravan Nayak, Rabiul Awal, Mahsa Massoud, Amirhossein Abaskohi, Zichao Li, Suyuchen Wang, Pierre-André Noël, Mats Leon Richter, Saverio Vadacchino, Shubham Agarwal, Sanket Biswas, et al.:
BigDocs: An Open Dataset for Training Multimodal Models on Document and Code Tasks. ICLR 2025 - [c5]Yimu Wang, Shuai Yuan, Bo Xue, Xiangru Jian, Wei Pang, Mushi Wang, Ning Yu:
DREAM: Improving Video-Text Retrieval Through Relevance-Based Augmentation Using Large Foundation Models. NAACL (Long Papers) 2025: 3037-3056 - [i11]Ahmed Masry, Juan A. Rodríguez, Tianyu Zhang, Suyuchen Wang, Chao Wang, Aarash Feizi, Akshay Kalkunte Suresh, Abhay Puri, Xiangru Jian, Pierre-André Noël, Sathwik Tejaswi Madhusudhan, Marco Pedersoli, Bang Liu, Nicolas Chapados, Yoshua Bengio, Enamul Hoque, Christopher Pal, Issam H. Laradji, David Vázquez, Perouz Taslakian, Spandana Gella, Sai Rajeswar:
AlignVLM: Bridging Vision and Language Latent Spaces for Multimodal Understanding. CoRR abs/2502.01341 (2025) - [i10]Shravan Nayak, Xiangru Jian, Kevin Qinghong Lin, Juan A. Rodríguez, Montek Kalsi, Rabiul Awal, Nicolas Chapados, M. Tamer Özsu, Aishwarya Agrawal, David Vázquez, Christopher Pal, Perouz Taslakian, Spandana Gella, Sai Rajeswar:
UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction. CoRR abs/2503.15661 (2025) - [i9]Hao Xu, Xiangru Jian, Xinjian Zhao, Wei Pang, Chao Zhang, Suyuchen Wang, Qixin Zhang, Joao Monteiro, Qiuzhuang Sun, Tianshu Yu:
GraphOmni: A Comprehensive and Extendable Benchmark Framework for Large Language Models on Graph-theoretic Tasks. CoRR abs/2504.12764 (2025) - [i8]Xiangru Jian, Wei Pang, Zhengyuan Dong, Chao Zhang, M. Tamer Özsu:
LazyVLM: Neuro-Symbolic Approach to Video Analytics. CoRR abs/2505.21459 (2025) - [i7]Wei Pang, Kevin Qinghong Lin, Xiangru Jian, Xi He, Philip Torr:
Paper2Poster: Towards Multimodal Poster Automation from Scientific Papers. CoRR abs/2505.21497 (2025) - 2024
- [i6]Yimu Wang, Shuai Yuan, Xiangru Jian, Wei Pang, Mushi Wang, Ning Yu:
HaVTR: Improving Video-Text Retrieval Through Augmentation Using Large Foundation Models. CoRR abs/2404.05083 (2024) - [i5]Xiangru Jian, Xinjian Zhao, Wei Pang, Chaolong Ying, Yimu Wang, Yaoyao Xu, Tianshu Yu:
Do spectral cues matter in contrast-based graph self-supervised learning? CoRR abs/2405.19600 (2024) - [i4]Juan A. Rodríguez, Xiangru Jian, Siba Smarak Panigrahi, Tianyu Zhang, Aarash Feizi, Abhay Puri, Akshay Kalkunte, François Savard, Ahmed Masry, Shravan Nayak, Rabiul Awal, Mahsa Massoud, Amirhossein Abaskohi, Zichao Li, Suyuchen Wang, Pierre-André Noël, Mats Leon Richter, Saverio Vadacchino, Shubbam Agarwal, Sanket Biswas, Sara Shanian, Ying Zhang, Noah Bolger, Kurt MacDonald, Simon Fauvel, Sathwik Tejaswi, Srinivas Sunkara, João Monteiro, Krishnamurthy Dj Dvijotham, Torsten Scholak, Nicolas Chapados, Sepideh Kharagani, Sean Hughes, M. Tamer Özsu, Siva Reddy, Marco Pedersoli, Yoshua Bengio, Christopher Pal, Issam H. Laradji, Spandana Gella, Perouz Taslakian, David Vázquez, Sai Rajeswar:
BigDocs: An Open and Permissively-Licensed Dataset for Training Multimodal Models on Document and Code Tasks. CoRR abs/2412.04626 (2024) - 2023
- [c4]Keke Wu, Xiangru Jian, Rui Du, Jingrun Chen, Xiang Zhou:
Roughness Index for Loss Landscapes of Neural Network Models of Partial Differential Equations*. IEEE Big Data 2023: 966-975 - [c3]Qixin Zhang, Zengde Deng, Xiangru Jian, Zaiyi Chen, Haoyuan Hu, Yu Yang:
Communication-Efficient Decentralized Online Continuous DR-Submodular Maximization. CIKM 2023: 3330-3339 - [c2]Xiangru Jian, Yimu Wang:
InvGC: Robust Cross-Modal Retrieval by Inverse Graph Convolution. EMNLP (Findings) 2023: 836-865 - [c1]Yimu Wang, Xiangru Jian, Bo Xue:
Balance Act: Mitigating Hubness in Cross-Modal Retrieval with Query and Gallery Banks. EMNLP 2023: 10542-10567 - [i3]Yimu Wang, Xiangru Jian, Bo Xue:
Balance Act: Mitigating Hubness in Cross-Modal Retrieval with Query and Gallery Banks. CoRR abs/2310.11612 (2023) - [i2]Xiangru Jian, Yimu Wang:
InvGC: Robust Cross-Modal Retrieval by Inverse Graph Convolution. CoRR abs/2310.13276 (2023) - 2022
- [i1]Qixin Zhang, Zengde Deng, Xiangru Jian, Zaiyi Chen, Haoyuan Hu, Yu Yang:
Communication-Efficient Decentralized Online Continuous DR-Submodular Maximization. CoRR abs/2208.08681 (2022)
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