Suyuchen Wang

37 papers A* 11A 1Journal 21Unranked 4
YearRankTypeTitle / Venue / Authors
2026 A* conf
VeritasFi: An Adaptable, Multi-tiered RAG Framework for Multi-modal Financial Question Answering.
WWW
Zhenghan Tai, Hanwei Wu, Qingchen Hu, Jijun Chi, Hailin He, Lei Ding, Tung Sum Thomas Kwok, Bohuai Xiao, Yuchen Hua, Suyuchen Wang, Peng Lu, Muzhi Li, Yihong Wu, Liheng Ma, Jerry Huang, Jiayi Zhang, Gonghao Zhang, Chaolong Jiang, Jingrui Tian, Sicheng Lyu, Zeyu Li, Boyu Han, Fengran Mo, Xinyue Yu, Yufei Cui, Ling Zhou, Xinyu Wang
2025 J jnl
Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems.
CoRR
Bang Liu, Xinfeng Li, Jiayi Zhang, Jinlin Wang, Tanjin He, Sirui Hong, Hongzhang Liu, Shaokun Zhang, Kaitao Song, Kunlun Zhu, Yuheng Cheng, Suyuchen Wang, Xiaoqiang Wang, Yuyu Luo, Haibo Jin, Peiyan Zhang, Ollie Liu, Jiaqi Chen, Huan Zhang, Zhaoyang Yu, Haochen Shi, Boyan Li, Dekun Wu, Fengwei Teng, Xiaojun Jia, Jiawei Xu, Jinyu Xiang, Yizhang Lin, Tianming Liu, Tongliang Liu, Yu Su, Huan Sun, Glen Berseth, Jianyun Nie, Ian T. Foster, Logan T. Ward, Qingyun Wu, Yu Gu, Mingchen Zhuge, Xiangru Tang, Haohan Wang, Jiaxuan You, Chi Wang, Jian Pei, Qiang Yang, Xiaoliang Qi, Chenglin Wu
2025 J jnl
AlignVLM: Bridging Vision and Language Latent Spaces for Multimodal Understanding.
CoRR
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
2025 A* conf
BigDocs: An Open Dataset for Training Multimodal Models on Document and Code Tasks.
ICLR
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.
2025 — conf
FACT: Examining the Effectiveness of Iterative Context Rewriting for Multi-fact Retrieval.
NAACL (Findings)
Jinlin Wang, Suyuchen Wang, Ziwen Xia, Sirui Hong, Yun Zhu, Bang Liu, Chenglin Wu
2025 A conf
FinSage: A Multi-aspect RAG System for Financial Filings Question Answering.
CIKM
Xinyu Wang, Jijun Chi, Zhenghan Tai, Tung Sum Thomas Kwok, Hailin He, Zhuhong Li, Yuchen Hua, Muzhi Li, Peng Lu, Suyuchen Wang, Yihong Wu, Jerry Huang, Jingrui Tian, Fengran Mo, Yufei Cui, Ling Zhou
2025 J jnl
FinSage: A Multi-aspect RAG System for Financial Filings Question Answering.
CoRR
Xinyu Wang, Jijun Chi, Zhenghan Tai, Tung Sum Thomas Kwok, Muzhi Li, Zhuhong Li, Hailin He, Yuchen Hua, Peng Lu, Suyuchen Wang, Yihong Wu, Jerry Huang, Jingrui Tian, Ling Zhou
2025 J jnl
GraphOmni: A Comprehensive and Extendable Benchmark Framework for Large Language Models on Graph-theoretic Tasks.
CoRR
Hao Xu, Xiangru Jian, Xinjian Zhao, Wei Pang, Chao Zhang, Suyuchen Wang, Qixin Zhang, Joao Monteiro, Qiuzhuang Sun, Tianshu Yu
2025 A* conf
Improving Context Fidelity via Native Retrieval-Augmented Reasoning.
EMNLP
Suyuchen Wang, Jinlin Wang, Xinyu Wang, Shiqi Li, Xiangru Tang, Sirui Hong, Xiao-Wen Chang, Chenglin Wu, Bang Liu
2025 J jnl
Improving Context Fidelity via Native Retrieval-Augmented Reasoning.
CoRR
Suyuchen Wang, Jinlin Wang, Xinyu Wang, Shiqi Li, Xiangru Tang, Sirui Hong, Xiao-Wen Chang, Chenglin Wu, Bang Liu
2025 J jnl
Improving GUI Grounding with Explicit Position-to-Coordinate Mapping.
CoRR
Suyuchen Wang, Tianyu Zhang, Ahmed Masry, Christopher Pal, Spandana Gella, Bang Liu, Perouz Taslakian
2025 — conf
LongRecipe: Recipe for Efficient Long Context Generalization in Large Language Models.
ACL (1)
Zhiyuan Hu, Yuliang Liu, Jinman Zhao, Suyuchen Wang, WangYan WangYan, Wei Shen, Qing Gu, Anh Tuan Luu, See-Kiong Ng, Zhiwei Jiang, Bryan Hooi
2025 A* conf
MAP: Low-compute Model Merging with Amortized Pareto Fronts via Quadratic Approximation.
ICLR
Lu Li, Tianyu Zhang, Zhiqi Bu, Suyuchen Wang, Huan He, Jie Fu, Yonghui Wu, Jiang Bian, Yong Chen, Yoshua Bengio
2025 J jnl
MultiFinBen: A Multilingual, Multimodal, and Difficulty-Aware Benchmark for Financial LLM Evaluation.
CoRR
Xueqing Peng, Lingfei Qian, Yan Wang, Ruoyu Xiang, Yueru He, Yang Ren, Mingyang Jiang, Jeff Zhao, Huan He, Yi Han, Yun Feng, Yuechen Jiang, Yupeng Cao, Haohang Li, Yangyang Yu, Xiaoyu Wang, Penglei Gao, Shengyuan Lin, Keyi Wang, Shanshan Yang, Yilun Zhao, Zhiwei Liu, Peng Lu, Jerry Huang, Suyuchen Wang, Triantafillos Papadopoulos, Polydoros Giannouris, Efstathia Soufleri, Nuo Chen, Guojun Xiong, Zhiyang Deng, Yijia Zhao, Mingquan Lin, Meikang Qiu, Kaleb E. Smith, Arman Cohan, Xiao-Yang Liu, Jimin Huang, Alejandro Lopez-Lira, Xi Chen, Junichi Tsujii, Jian-Yun Nie, Sophia Ananiadou, Qianqian Xie
2025 J jnl
R
CoRR
Xiaoqiang Wang, Suyuchen Wang, Yun Zhu, Bang Liu
2025 — conf
R³Mem: Bridging Memory Retention and Retrieval via Reversible Compression.
ACL (Findings)
Xiaoqiang Wang, Suyuchen Wang, Yun Zhu, Bang Liu
2025 J jnl
STRICT: Stress Test of Rendering Images Containing Text.
CoRR
Tianyu Zhang, Xinyu Wang, Zhenghan Tai, Lu Li, Jijun Chi, Jingrui Tian, Hailin He, Suyuchen Wang
2025 A* conf
STRICT: Stress-Test of Rendering Image Containing Text.
EMNLP
Tianyu Zhang, Xinyu Wang, Lu Li, Zhenghan Tai, Jijun Chi, Jingrui Tian, Hailin He, Suyuchen Wang
2025 J jnl
Scope: Selective Cross-modal Orchestration of Visual Perception Experts.
CoRR
Tianyu Zhang, Suyuchen Wang, Chao Wang, Juan A. Rodríguez, Ahmed Masry, Xiangru Jian, Yoshua Bengio, Perouz Taslakian
2025 J jnl
System-1.5 Reasoning: Traversal in Language and Latent Spaces with Dynamic Shortcuts.
CoRR
Xiaoqiang Wang, Suyuchen Wang, Yun Zhu, Bang Liu
2025 A* conf
VCR: A Task for Pixel-Level Complex Reasoning in Vision Language Models via Restoring Occluded Text.
ICLR
Tianyu Zhang, Suyuchen Wang, Lu Li, Ge Zhang, Perouz Taslakian, Sai Rajeswar, Jie Fu, Bang Liu, Yoshua Bengio
2025 J jnl
VeritasFi: An Adaptable, Multi-tiered RAG Framework for Multi-modal Financial Question Answering.
CoRR
Zhenghan Tai, Hanwei Wu, Qingchen Hu, Jijun Chi, Hailin He, Lei Ding, Tung Sum Thomas Kwok, Bohuai Xiao, Yuchen Hua, Suyuchen Wang, Peng Lu, Muzhi Li, Yihong Wu, Liheng Ma, Jerry Huang, Jiayi Zhang, Gonghao Zhang, Chaolong Jiang, Jingrui Tian, Sicheng Lyu, Zeyu Li, Boyu Han, Fengran Mo, Xinyue Yu, Yufei Cui, Ling Zhou, Xinyu Wang
2025 A* conf
WebMMU: A Benchmark for Multimodal Multilingual Website Understanding and Code Generation.
EMNLP
Rabiul Awal, Mahsa Massoud, Aarash Feizi, Zichao Li, Suyuchen Wang, Christopher Pal, Aishwarya Agrawal, David Vázquez, Siva Reddy, Juan A. Rodríguez, Perouz Taslakian, Spandana Gella, Sai Rajeswar
2025 J jnl
WebMMU: A Benchmark for Multimodal Multilingual Website Understanding and Code Generation.
CoRR
Rabiul Awal, Mahsa Massoud, Aarash Feizi, Zichao Li, Suyuchen Wang, Christopher Pal, Aishwarya Agrawal, David Vázquez, Siva Reddy, Juan A. Rodríguez, Perouz Taslakian, Spandana Gella, Sai Rajeswar
2024 J jnl
BigDocs: An Open and Permissively-Licensed Dataset for Training Multimodal Models on Document and Code Tasks.
CoRR
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
2024 J jnl
FACT: Examining the Effectiveness of Iterative Context Rewriting for Multi-fact Retrieval.
CoRR
Jinlin Wang, Suyuchen Wang, Ziwen Xia, Sirui Hong, Yun Zhu, Bang Liu, Chenglin Wu
2024 J jnl
LongRecipe: Recipe for Efficient Long Context Generalization in Large Language Models.
CoRR
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 J jnl
MAP: Low-compute Model Merging with Amortized Pareto Fronts via Quadratic Approximation.
CoRR
Lu Li, Tianyu Zhang, Zhiqi Bu, Suyuchen Wang, Huan He, Jie Fu, Yonghui Wu, Jiang Bian, Yong Chen, Yoshua Bengio
2024 — conf
Resonance RoPE: Improving Context Length Generalization of Large Language Models.
ACL (Findings)
Suyuchen Wang, Ivan Kobyzev, Peng Lu, Mehdi Rezagholizadeh, Bang Liu
2024 J jnl
Resonance RoPE: Improving Context Length Generalization of Large Language Models.
CoRR
Suyuchen Wang, Ivan Kobyzev, Peng Lu, Mehdi Rezagholizadeh, Bang Liu
2024 J jnl
VCR: Visual Caption Restoration.
CoRR
Tianyu Zhang, Suyuchen Wang, Lu Li, Ge Zhang, Perouz Taslakian, Sai Rajeswar, Jie Fu, Bang Liu, Yoshua Bengio
2023 A* conf
Efficient Classification of Long Documents via State-Space Models.
EMNLP
Peng Lu, Suyuchen Wang, Mehdi Rezagholizadeh, Bang Liu, Ivan Kobyzev
2023 J jnl
Multimodal Multi-Hop Question Answering Through a Conversation Between Tools and Efficiently Finetuned Large Language Models.
CoRR
Hossein Rajabzadeh, Suyuchen Wang, Hyock Ju Kwon, Bang Liu
2022 A* conf
QEN: Applicable Taxonomy Completion via Evaluating Full Taxonomic Relations.
WWW
Suyuchen Wang, Ruihui Zhao, Yefeng Zheng, Bang Liu
2021 A* conf
Enquire One's Parent and Child Before Decision: Fully Exploit Hierarchical Structure for Self-Supervised Taxonomy Expansion.
WWW
Suyuchen Wang, Ruihui Zhao, Xi Chen, Yefeng Zheng, Bang Liu
2021 J jnl
Enquire One's Parent and Child Before Decision: Fully Exploit Hierarchical Structure for Self-Supervised Taxonomy Expansion.
CoRR
Suyuchen Wang, Ruihui Zhao, Xi Chen, Yefeng Zheng, Bang Liu
2020 A* conf
Anchored Model Transfer and Soft Instance Transfer for Cross-Task Cross-Domain Learning: A Study Through Aspect-Level Sentiment Classification.
WWW
Yaowei Zheng, Richong Zhang, Suyuchen Wang, Samuel Mensah, Yongyi Mao