Publications

Tianyu Zhang*, Suyuchen Wang*, Lu Li, Ge Zhang, Perouz Taslakian, Sai Rajeswar, Jie Fu, Bang Liu, Yoshua Bengio (2024). VCR: Visual Caption Restoration. CoRR.
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Suyuchen Wang, Ivan Kobyzev, Peng Lu, Mehdi Rezagholizadeh, Bang Liu (2024). Resonance RoPE: Improving Context Length Generalization of Large Language Models. Findings of the Association for Computational Linguistics, ACL 2024, Bangkok, Thailand and virtual meeting, August 11-16, 2024.
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Lu Li, Tianyu Zhang, Zhiqi Bu, Suyuchen Wang, Huan He, Jie Fu, Yonghui Wu, Jiang Bian, Yong Chen, Yoshua Bengio (2024). MAP: Low-compute Model Merging with Amortized Pareto Fronts via Quadratic Approximation. CoRR.
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Zhiyuan Hu, Yuliang Liu, Jinman Zhao, Suyuchen Wang, Yan Wang, Wei Shen, Qing Gu, Anh Tuan Luu, See-Kiong Ng, Zhiwei Jiang, Bryan Hooi (2024). LongRecipe: Recipe for Efficient Long Context Generalization in Large Language Models. CoRR.
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Jinlin Wang*, Suyuchen Wang*, Ziwen Xia, Sirui Hong, Yun Zhu, Bang Liu, Chenglin Wu (2024). FACT: Examining the Effectiveness of Iterative Context Rewriting for Multi-fact Retrieval. CoRR.
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Hossein Rajabzadeh, Suyuchen Wang, Hyock Ju Kwon, Bang Liu (2023). Multimodal Multi-Hop Question Answering Through a Conversation Between Tools and Efficiently Finetuned Large Language Models. CoRR.
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Peng Lu, Suyuchen Wang, Mehdi Rezagholizadeh, Bang Liu, Ivan Kobyzev (2023). Efficient Classification of Long Documents via State-Space Models. Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023, Singapore, December 6-10, 2023.
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Suyuchen Wang, Bang Liu (2023). DiffTune: A Diffusion-Based Approach to Diverse Instruction-Tuning Data Generation. Proceedings of the Third Efficient Natural Language and Speech Processing (ENLSP-III) Workshop, ENLSP@NeurIPS 2023, New Orleans, December 16, 2023.
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Suyuchen Wang, Ruihui Zhao, Yefeng Zheng, Bang Liu (2022). QEN: Applicable Taxonomy Completion via Evaluating Full Taxonomic Relations. WWW ‘22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022.
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Suyuchen Wang, Ruihui Zhao, Xi Chen, Yefeng Zheng, Bang Liu (2021). Enquire One's Parent and Child Before Decision: Fully Exploit Hierarchical Structure for Self-Supervised Taxonomy Expansion. WWW ‘21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.
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