He, Yulan

25 publications

AAAI 2025 An Automated Explainable Educational Assessment System Built on LLMs Jiazheng Li, Artem Bobrov, David West, Cesare Aloisi, Yulan He

AAAI 2025 Causal Prompting: Debiasing Large Language Model Prompting Based on Front-Door Adjustment Congzhi Zhang, Linhai Zhang, Jialong Wu, Yulan He, Deyu Zhou

ICML 2025 Constrain Alignment with Sparse Autoencoders Qingyu Yin, Chak Tou Leong, Hongbo Zhang, Minjun Zhu, Hanqi Yan, Qiang Zhang, Yulan He, Wenjie Li, Jun Wang, Yue Zhang, Linyi Yang

AAAI 2025 ExDDI: Explaining Drug-Drug Interaction Predictions with Natural Language Zhaoyue Sun, Jiazheng Li, Gabriele Pergola, Yulan He

ICLRW 2025 Navigating Solution Spaces in Large Language Models Through Controlled Embedding Exploration Qinglin Zhu, Runcong Zhao, Hanqi Yan, Yulan He, Yudong Chen, Lin Gui

ICML 2025 Position: LLMs Need a Bayesian Meta-Reasoning Framework for More Robust and Generalizable Reasoning Hanqi Yan, Linhai Zhang, Jiazheng Li, Zhenyi Shen, Yulan He

ICML 2025 Soft Reasoning: Navigating Solution Spaces in Large Language Models Through Controlled Embedding Exploration Qinglin Zhu, Runcong Zhao, Hanqi Yan, Yulan He, Yudong Chen, Lin Gui

ICLRW 2025 WebWalker: Benchmarking LLMs in Web Traversal Jialong Wu, Wenbiao Yin, Yong Jiang, Zhenglin Wang, Zekun Xi, Runnan Fang, Linhai Zhang, Yulan He, Deyu Zhou, Pengjun Xie, Fei Huang

ICLR 2024 CPPO: Continual Learning for Reinforcement Learning with Human Feedback Han Zhang, Yu Lei, Lin Gui, Min Yang, Yulan He, Hui Wang, Ruifeng Xu

AAAI 2024 NarrativePlay: An Automated System for Crafting Visual Worlds in Novels for Role-Playing Runcong Zhao, Wenjia Zhang, Jiazheng Li, Lixing Zhu, Yanran Li, Yulan He, Lin Gui

NeurIPSW 2024 The Multi-Faceted Monosemanticity in Multimodal Representations Hanqi Yan, Yulan He, Yifei Wang

UAI 2023 CUE: An Uncertainty Interpretation Framework for Text Classifiers Built on Pre-Trained Language Models Jiazheng Li, Zhaoyue Sun, Bin Liang, Lin Gui, Yulan He

NeurIPS 2023 Counterfactual Generation with Identifiability Guarantees Hanqi Yan, Lingjing Kong, Lin Gui, Yuejie Chi, Eric P. Xing, Yulan He, Kun Zhang

NeurIPSW 2023 OverPrompt: Enhancing ChatGPT Through Efficient In-Context Learning Jiazheng Li, Runcong Zhao, Yongxin Yang, Yulan He, Lin Gui

UAI 2022 Addressing Token Uniformity in Transformers via Singular Value Transformation Hanqi Yan, Lin Gui, Wenjie Li, Yulan He

ECCV 2022 Cross-Modal Prototype Driven Network for Radiology Report Generation Jun Wang, Abhir Bhalerao, Yulan He

AAAI 2021 A Neural Group-Wise Sentiment Analysis Model with Data Sparsity Awareness Deyu Zhou, Meng Zhang, Linhai Zhang, Yulan He

AAAI 2021 MERL: Multimodal Event Representation Learning in Heterogeneous Embedding Spaces Linhai Zhang, Deyu Zhou, Yulan He, Zeng Yang

MLJ 2021 TRU-NET: A Deep Learning Approach to High Resolution Prediction of Rainfall Rilwan A. Adewoyin, Peter Dueben, Peter Watson, Yulan He, Ritabrata Dutta

ACML 2019 Variational Conditional GAN for Fine-Grained Controllable Image Generation Mingqi Hu, Deyu Zhou, Yulan He

IJCAI 2017 Stance Classification with Target-Specific Neural Attention Jiachen Du, Ruifeng Xu, Yulan He, Lin Gui

AAAI 2016 Extracting Topical Phrases from Clinical Documents Yulan He

IJCAI 2016 Intersubjectivity and Sentiment: From Language to Knowledge Lin Gui, Ruifeng Xu, Yulan He, Qin Lu, Zhongyu Wei

IJCAI 2016 Unsupervised Storyline Extraction from News Articles Deyu Zhou, Haiyang Xu, Xin-Yu Dai, Yulan He

AAAI 2015 An Unsupervised Framework of Exploring Events on Twitter: Filtering, Extraction and Categorization Deyu Zhou, Liangyu Chen, Yulan He