Anchored Model Transfer and Soft Instance Transfer for Cross-Task Cross-Domain Learning: A Study Through Aspect-Level Sentiment Classification. - Yaowei Zheng; Richong Zhang; Suyuchen Wang; Samuel Mensah; Yongyi Mao (WWW, 2020)

Enquire One's Parent and Child Before Decision: Fully Exploit Hierarchical Structure for Self-Supervised Taxonomy Expansion. - Suyuchen Wang; Ruihui Zhao; Xi Chen 003; Yefeng Zheng 001; Bang Liu (WWW, 2021)

QEN: Applicable Taxonomy Completion via Evaluating Full Taxonomic Relations. - Suyuchen Wang; Ruihui Zhao; Yefeng Zheng 001; Bang Liu (WWW, 2022)

Efficient Classification of Long Documents via State-Space Models. - Peng Lu; Suyuchen Wang; Mehdi Rezagholizadeh; Bang Liu; Ivan Kobyzev (EMNLP, 2023)

Multimodal Multi-Hop Question Answering Through a Conversation Between Tools and Efficiently Finetuned Large Language Models. - Hossein Rajabzadeh; Suyuchen Wang; Hyock Ju Kwon; Bang Liu (CoRR, 2023)

Resonance RoPE: Improving Context Length Generalization of Large Language Models. - Suyuchen Wang; Ivan Kobyzev; Peng Lu; Mehdi Rezagholizadeh; Bang Liu (ACL (Findings), 2024)

VCR: Visual Caption Restoration. - Tianyu Zhang; Suyuchen Wang; Lu Li; Ge Zhang 009; Perouz Taslakian; Sai Rajeswar; Jie Fu 001; Bang Liu; Yoshua Bengio (CoRR, 2024)

LongRecipe: Recipe for Efficient Long Context Generalization in Large Language Models. - Zhiyuan Hu; Yuliang Liu; Jinman Zhao; Suyuchen Wang; Yan Wang 015; Wei Shen; Qing Gu 001; Anh Tuan Luu; See-Kiong Ng; Zhiwei Jiang 001; Bryan Hooi (CoRR, 2024)

BigDocs: An Open and Permissively-Licensed Dataset for Training Multimodal Models on Document and Code Tasks. - 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; et al. (CoRR, 2024)

R³Mem: Bridging Memory Retention and Retrieval via Reversible Compression. - Xiaoqiang Wang 007; Suyuchen Wang; Yun Zhu; Bang Liu (ACL (Findings), 2025)

LongRecipe: Recipe for Efficient Long Context Generalization in Large Language Models. - Zhiyuan Hu; Yuliang Liu; Jinman Zhao; Suyuchen Wang; WangYan WangYan; Wei Shen; Qing Gu 001; Anh Tuan Luu; See-Kiong Ng; Zhiwei Jiang 001; Bryan Hooi (ACL (1), 2025)

MAP: Low-compute Model Merging with Amortized Pareto Fronts via Quadratic Approximation. - Lu Li; Tianyu Zhang; Zhiqi Bu; Suyuchen Wang; Huan He; Jie Fu 001; Yonghui Wu; Jiang Bian 002; Yong Chen 016; Yoshua Bengio (ICLR, 2025)

BigDocs: An Open Dataset for Training Multimodal Models on Document and Code Tasks. - 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; et al. (ICLR, 2025)

VCR: A Task for Pixel-Level Complex Reasoning in Vision Language Models via Restoring Occluded Text. - Tianyu Zhang; Suyuchen Wang; Lu Li; Ge Zhang 009; Perouz Taslakian; Sai Rajeswar; Jie Fu 001; Bang Liu; Yoshua Bengio (ICLR, 2025)

FACT: Examining the Effectiveness of Iterative Context Rewriting for Multi-fact Retrieval. - Jinlin Wang; Suyuchen Wang; Ziwen Xia; Sirui Hong; Yun Zhu; Bang Liu; Chenglin Wu (NAACL (Findings), 2025)

AlignVLM: Bridging Vision and Language Latent Spaces for Multimodal Understanding. - 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; et al. (CoRR, 2025)

R3Mem: Bridging Memory Retention and Retrieval via Reversible Compression. - Xiaoqiang Wang 007; Suyuchen Wang; Yun Zhu; Bang Liu (CoRR, 2025)

Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems. - Bang Liu; Xinfeng Li; Jiayi Zhang; Jinlin Wang; Tanjin He; Sirui Hong; Hongzhang Liu; Shaokun Zhang; Kaitao Song; Kunlun Zhu; Yuheng Cheng; Suyuchen Wang; et al. (CoRR, 2025)

GraphOmni: A Comprehensive and Extendable Benchmark Framework for Large Language Models on Graph-theoretic Tasks. - Hao Xu; Xiangru Jian; Xinjian Zhao; Wei Pang; Chao Zhang 045; Suyuchen Wang; Qixin Zhang 001; Joao Monteiro; Qiuzhuang Sun; Tianshu Yu 001 (CoRR, 2025)

FinSage: A Multi-aspect RAG System for Financial Filings Question Answering. - 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; et al. (CoRR, 2025)

System-1.5 Reasoning: Traversal in Language and Latent Spaces with Dynamic Shortcuts. - Xiaoqiang Wang 007; Suyuchen Wang; Yun Zhu; Bang Liu (CoRR, 2025)

STRICT: Stress Test of Rendering Images Containing Text. - Tianyu Zhang; Xinyu Wang; Zhenghan Tai; Lu Li; Jijun Chi; Jingrui Tian; Hailin He; Suyuchen Wang (CoRR, 2025)

MultiFinBen: A Multilingual, Multimodal, and Difficulty-Aware Benchmark for Financial LLM Evaluation. - Xueqing Peng; Lingfei Qian; Yan Wang; Ruoyu Xiang; Yueru He; Yang Ren; Mingyang Jiang; Jeff Zhao; Huan He; Yi Han; Yun Feng; Yuechen Jiang; et al. (CoRR, 2025)