E, Haihong

10 publications

ICLR 2026 Not Search, but Scan: Benchmarking MLLMs on Scan-Oriented Academic Paper Reasoning Rongjin Li, Zichen Tang, Xianghe Wang, Xinyi Hu, Zhengyu Wang, Zhengyu Lu, Yiling Huang, Jiayuan Chen, Weisheng Tan, Jiacheng Liu, Zhongjun Yang, Haihong E

ICLR 2026 THEMIS: Towards Holistic Evaluation of MLLMs for Scientific Paper Fraud Forensics Tzu-Yen Ma, Bo Zhang, Zichen Tang, Junpeng Ding, Haolin Tian, Yuanze Li, Zhuodi Hao, Zixin Ding, Zirui Wang, Xinyu Yu, Shiyao Peng, Yizhuo Zhao, Ruomeng Jiang, Yiling Huang, Peizhi Zhao, Jiayuan Chen, Weisheng Tan, Haocheng Gao, Yang Liu, Jiacheng Liu, Zhongjun Yang, Jiayu Huang, Haihong E

ICCV 2025 FinMMR: Make Financial Numerical Reasoning More Multimodal, Comprehensive, and Challenging Zichen Tang, Haihong E, Jiacheng Liu, Zhongjun Yang, Rongjin Li, Zihua Rong, Haoyang He, Zhuodi Hao, Xinyang Hu, Kun Ji, Ziyan Ma, Mengyuan Ji, Jun Zhang, Chenghao Ma, Qianhe Zheng, Yang Liu, Yiling Huang, Xinyi Hu, Qing Huang, Zijian Xie, Shiyao Peng

NeurIPS 2025 HyperGraphRAG: Retrieval-Augmented Generation via Hypergraph-Structured Knowledge Representation Haoran Luo, Haihong E, Guanting Chen, Yandan Zheng, Xiaobao Wu, Yikai Guo, Qika Lin, Yu Feng, Zemin Kuang, Meina Song, Yifan Zhu, Anh Tuan Luu

ICLR 2025 INFER: A Neural-Symbolic Model for Extrapolation Reasoning on Temporal Knowledge Graph Ningyuan Li, Haihong E, Tianyu Yao, Tianyi Hu, Yuhan Li, Haoran Luo, Meina Song, Yifan Zhu

ICML 2025 KBQA-O1: Agentic Knowledge Base Question Answering with Monte Carlo Tree Search Haoran Luo, Haihong E, Yikai Guo, Qika Lin, Xiaobao Wu, Xinyu Mu, Wenhao Liu, Meina Song, Yifan Zhu, Anh Tuan Luu

NeurIPS 2024 Text2NKG: Fine-Grained N-Ary Relation Extraction for N-Ary Relational Knowledge Graph Construction Haoran Luo, Haihong E, Yuhao Yang, Tianyu Yao, Yikai Guo, Zichen Tang, Wentai Zhang, Shiyao Peng, Kaiyang Wan, Meina Song, Wei Lin, Yifan Zhu, Luu Anh Tuan

AAAI 2023 DHGE: Dual-View Hyper-Relational Knowledge Graph Embedding for Link Prediction and Entity Typing Haoran Luo, Haihong E, Ling Tan, Gengxian Zhou, Tianyu Yao, Kaiyang Wan

AAAI 2023 NQE: N-Ary Query Embedding for Complex Query Answering over Hyper-Relational Knowledge Graphs Haoran Luo, Haihong E, Yuhao Yang, Gengxian Zhou, Yikai Guo, Tianyu Yao, Zichen Tang, Xueyuan Lin, Kaiyang Wan

NeurIPS 2023 TFLEX: Temporal Feature-Logic Embedding Framework for Complex Reasoning over Temporal Knowledge Graph Xueyuan Lin, Haihong E, Chengjin Xu, Gengxian Zhou, Haoran Luo, Tianyi Hu, Fenglong Su, Ningyuan Li, Mingzhi Sun