Kailai Yang - RankMe

54 papers A* 7A 2B 1Journal 37Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Implicit Graph, Explicit Retrieval: Towards Efficient and Interpretable Long-horizon Memory for Large Language Models. CoRR Xin Zhang, Kailai Yang, Hao Li, Chenyue Li, Qiyu Wei, Sophia Ananiadou
2026	J	`jnl`	MemAdapter: Fast Alignment across Agent Memory Paradigms via Generative Subgraph Retrieval. CoRR Xin Zhang, Kailai Yang, Chenyue Li, Hao Li, Qiyu Wei, Jun'ichi Tsujii, Sophia Ananiadou
2025	J	`jnl`	Arg-LLaDA: Argument Summarization via Large Language Diffusion Models and Sufficiency-Aware Refinement. CoRR Hao Li, Yizheng Sun, Viktor Schlegel, Kailai Yang, Riza Batista-Navarro, Goran Nenadic
2025	J	`jnl`	Data Mixing Agent: Learning to Re-weight Domains for Continual Pre-training. CoRR Kailai Yang, Xiao Liu, Lei Ji, Hao Li, Yeyun Gong, Peng Cheng, Mao Yang
2025	B	`conf`	ELAINE-medLLM: Lightweight English Japanese Chinese Trilingual Large Language Model for Bio-medical Domain. COLING Ken Yano, Zheheng Luo, Jimin Huang, Qianqian Xie, Masaki Asada, Chenhan Yuan, Kailai Yang, Makoto Miwa, Sophia Ananiadou, Jun'ichi Tsujii
2025	J	`jnl`	Exploring Safety Alignment Evaluation of LLMs in Chinese Mental Health Dialogues via LLM-as-Judge. CoRR Yunna Cai, Fan Wang, Haowei Wang, Kun Wang, Kailai Yang, Sophia Ananiadou, Moyan Li, Mingming Fan
2025	—	`conf`	FMDLlama: Financial Misinformation Detection Based on Large Language Models. WWW (Companion Volume) Zhiwei Liu, Xin Zhang, Kailai Yang, Qianqian Xie, Jimin Huang, Sophia Ananiadou
2025	—	`conf`	FinNLP-FNP-LLMFinLegal-2025 Shared Task: Financial Misinformation Detection Challenge Task. COLING Workshops Zhiwei Liu, Keyi Wang, Zhuo Bao, Xin Zhang, Jiping Dong, Kailai Yang, Mohsinul Kabir, Polydoros Giannouris, Rui Xing, Seongchan Park, Jaehong Kim, Dong Li, Qianqian Xie, Sophia Ananiadou
2025	J	`jnl`	MIRA: Medical Time Series Foundation Model for Real-World Health Data. CoRR Hao Li, Bowen Deng, Chang Xu, Zhiyuan Feng, Viktor Schlegel, Yu-Hao Huang, Yizheng Sun, Jingyuan Sun, Kailai Yang, Yiyao Yu, Jiang Bian
2025	J	`jnl`	MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs. CoRR Zhiwei Liu, Lingfei Qian, Qianqian Xie, Jimin Huang, Kailai Yang, Sophia Ananiadou
2025	J	`jnl`	MentraSuite: Post-Training Large Language Models for Mental Health Reasoning and Assessment. CoRR Mengxi Xiao, Kailai Yang, Pengde Zhao, Enze Zhang, Ziyan Kuang, Zhiwei Liu, Weiguang Han, Shu Liao, Lianting Huang, Jinpeng Hu, Min Peng, Qianqian Xie, Sophia Ananiadou
2025	J	`jnl`	Natural Language Processing for Cardiology: A Narrative Review. CoRR Kailai Yang, Yan Leng, Xin Zhang, Tianlin Zhang, Paul Thompson, Bernard Keavney, Maciej Tomaszewski, Sophia Ananiadou
2025	—	`conf`	RAEmoLLM: Retrieval Augmented LLMs for Cross-Domain Misinformation Detection Using In-Context Learning Based on Emotional Information. ACL (1) Zhiwei Liu, Kailai Yang, Qianqian Xie, Christine de Kock, Sophia Ananiadou, Eduard H. Hovy
2025	J	`jnl`	Rumor Detection by Multi-task Suffix Learning based on Time-series Dual Sentiments. CoRR Zhiwei Liu, Kailai Yang, Eduard H. Hovy, Sophia Ananiadou
2025	A*	`conf`	Selective Preference Optimization via Token-Level Reward Function Estimation. EMNLP Kailai Yang, Zhiwei Liu, Qianqian Xie, Jimin Huang, Erxue Min, Sophia Ananiadou
2025	J	`jnl`	Sigma: Differential Rescaling of Query, Key and Value for Efficient Language Models. CoRR Zhenghao Lin, Zihao Tang, Xiao Liu, Yeyun Gong, Yi Cheng, Qi Chen, Hang Li, Ying Xin, Ziyue Yang, Kailai Yang, Yu Yan, Xiao Liang, Shuai Lu, Yiming Huang, Zheheng Luo, Lei Qu, Xuan Feng, Yaoxiang Wang, Yuqing Xia, Feiyang Chen, Yuting Jiang, Yasen Hu, Hao Ni, Binyang Li, Guoshuai Zhao, Jui-Hao Chiang, Zhongxin Guo, Chen Lin, Kun Kuang, Wenjie Li, Yelong Shen, Jian Jiao, Peng Cheng, Mao Yang
2024	A	`conf`	ConspEmoLLM: Conspiracy Theory Detection Using an Emotion-Based Large Language Model. ECAI Zhiwei Liu, Boyang Liu, Paul Thompson, Kailai Yang, Sophia Ananiadou
2024	J	`jnl`	ConspEmoLLM: Conspiracy Theory Detection Using an Emotion-Based Large Language Model. CoRR Zhiwei Liu, Boyang Liu, Paul Thompson, Kailai Yang, Raghav Jain, Sophia Ananiadou
2024	J	`jnl`	Disentangled Variational Autoencoder for Emotion Recognition in Conversations. IEEE Trans. Affect. Comput. Kailai Yang, Tianlin Zhang, Sophia Ananiadou
2024	A*	`conf`	EmoLLMs: A Series of Emotional Large Language Models and Annotation Tools for Comprehensive Affective Analysis. KDD Zhiwei Liu, Kailai Yang, Qianqian Xie, Tianlin Zhang, Sophia Ananiadou
2024	J	`jnl`	EmoLLMs: A Series of Emotional Large Language Models and Annotation Tools for Comprehensive Affective Analysis. CoRR Zhiwei Liu, Kailai Yang, Tianlin Zhang, Qianqian Xie, Zeping Yu, Sophia Ananiadou
2024	J	`jnl`	Emotion detection for misinformation: A review. Inf. Fusion Zhiwei Liu, Tianlin Zhang, Kailai Yang, Paul Thompson, Zeping Yu, Sophia Ananiadou
2024	J	`jnl`	FMDLlama: Financial Misinformation Detection based on Large Language Models. CoRR Zhiwei Liu, Xin Zhang, Kailai Yang, Qianqian Xie, Jimin Huang, Sophia Ananiadou
2024	A*	`conf`	FinBen: A Holistic Financial Benchmark for Large Language Models. NeurIPS Qianqian Xie, Weiguang Han, Zhengyu Chen, Ruoyu Xiang, Xiao Zhang, Yueru He, Mengxi Xiao, Dong Li, Yongfu Dai, Duanyu Feng, Yijing Xu, Haoqiang Kang, Ziyan Kuang, Chenhan Yuan, Kailai Yang, Zheheng Luo, Tianlin Zhang, Zhiwei Liu, Guojun Xiong, Zhiyang Deng, Yuechen Jiang, Zhiyuan Yao, Haohang Li, Yangyang Yu, Gang Hu, Jiajia Huang, Xiao-Yang Liu, Alejandro Lopez-Lira, Benyou Wang, Yanzhao Lai, Hao Wang, Min Peng, Sophia Ananiadou, Jimin Huang
2024	—	`conf`	HealMe: Harnessing Cognitive Reframing in Large Language Models for Psychotherapy. ACL (1) Mengxi Xiao, Qianqian Xie, Ziyan Kuang, Zhicheng Liu, Kailai Yang, Min Peng, Weiguang Han, Jimin Huang
2024	J	`jnl`	HealMe: Harnessing Cognitive Reframing in Large Language Models for Psychotherapy. CoRR Mengxi Xiao, Qianqian Xie, Ziyan Kuang, Zhicheng Liu, Kailai Yang, Min Peng, Weiguang Han, Jimin Huang
2024	J	`jnl`	Large Language Models in Mental Health Care: a Scoping Review. CoRR Yining Hua, Fenglin Liu, Kailai Yang, Zehan Li, Yi-han Sheu, Peilin Zhou, Lauren V. Moran, Sophia Ananiadou, Andrew Beam
2024	A*	`conf`	MentaLLaMA: Interpretable Mental Health Analysis on Social Media with Large Language Models. WWW Kailai Yang, Tianlin Zhang, Ziyan Kuang, Qianqian Xie, Jimin Huang, Sophia Ananiadou
2024	J	`jnl`	MetaAligner: Conditional Weak-to-Strong Correction for Generalizable Multi-Objective Alignment of Language Models. CoRR Kailai Yang, Zhiwei Liu, Qianqian Xie, Tianlin Zhang, Nirui Song, Jimin Huang, Ziyan Kuang, Sophia Ananiadou
2024	A*	`conf`	MetaAligner: Towards Generalizable Multi-Objective Alignment of Language Models. NeurIPS Kailai Yang, Zhiwei Liu, Qianqian Xie, Jimin Huang, Tianlin Zhang, Sophia Ananiadou
2024	J	`jnl`	RAEmoLLM: Retrieval Augmented LLMs for Cross-Domain Misinformation Detection Using In-Context Learning based on Emotional Information. CoRR Zhiwei Liu, Kailai Yang, Qianqian Xie, Christine de Kock, Sophia Ananiadou, Eduard H. Hovy
2024	J	`jnl`	Selective Preference Optimization via Token-Level Reward Function Estimation. CoRR Kailai Yang, Zhiwei Liu, Qianqian Xie, Jimin Huang, Erxue Min, Sophia Ananiadou
2024	A*	`conf`	SuicidEmoji: Derived Emoji Dataset and Tasks for Suicide-Related Social Content. SIGIR Tianlin Zhang, Kailai Yang, Shaoxiong Ji, Boyang Liu, Qianqian Xie, Sophia Ananiadou
2024	J	`jnl`	The FinBen: An Holistic Financial Benchmark for Large Language Models. CoRR Qianqian Xie, Weiguang Han, Zhengyu Chen, Ruoyu Xiang, Xiao Zhang, Yueru He, Mengxi Xiao, Dong Li, Yongfu Dai, Duanyu Feng, Yijing Xu, Haoqiang Kang, Ziyan Kuang, Chenhan Yuan, Kailai Yang, Zheheng Luo, Tianlin Zhang, Zhiwei Liu, Guojun Xiong, Zhiyang Deng, Yuechen Jiang, Zhiyuan Yao, Haohang Li, Yangyang Yu, Gang Hu, Jiajia Huang, Xiao-Yang Liu, Alejandro Lopez-Lira, Benyou Wang, Yanzhao Lai, Hao Wang, Min Peng, Sophia Ananiadou, Jimin Huang
2023	A	`conf`	A Bipartite Graph is All We Need for Enhancing Emotional Reasoning with Commonsense Knowledge. CIKM Kailai Yang, Tianlin Zhang, Shaoxiong Ji, Sophia Ananiadou
2023	J	`jnl`	A Bipartite Graph is All We Need for Enhancing Emotional Reasoning with Commonsense Knowledge. CoRR Kailai Yang, Tianlin Zhang, Shaoxiong Ji, Sophia Ananiadou
2023	J	`jnl`	Attitude Estimation of Quadrotor UAV Based on QUKF. IEEE Access Tao Liang, Kailai Yang, Qiang Han, Chenjie Li, Junlin Li, Qingwen Deng, Shidong Chen, Xianguo Tuo
2023	J	`jnl`	Cluster-Level Contrastive Learning for Emotion Recognition in Conversations. CoRR Kailai Yang, Tianlin Zhang, Hassan Alhuzali, Sophia Ananiadou
2023	J	`jnl`	Cluster-Level Contrastive Learning for Emotion Recognition in Conversations. IEEE Trans. Affect. Comput. Kailai Yang, Tianlin Zhang, Hassan Alhuzali, Sophia Ananiadou
2023	J	`jnl`	Disentangled Variational Autoencoder for Emotion Recognition in Conversations. CoRR Kailai Yang, Tianlin Zhang, Sophia Ananiadou
2023	J	`jnl`	Domain-specific Continued Pretraining of Language Models for Capturing Long Context in Mental Health. CoRR Shaoxiong Ji, Tianlin Zhang, Kailai Yang, Sophia Ananiadou, Erik Cambria, Jörg Tiedemann
2023	J	`jnl`	Emotion Detection for Misinformation: A Review. CoRR Zhiwei Liu, Tianlin Zhang, Kailai Yang, Paul Thompson, Zeping Yu, Sophia Ananiadou
2023	J	`jnl`	Emotion fusion for mental illness detection from social media: A survey. CoRR Tianlin Zhang, Kailai Yang, Shaoxiong Ji, Sophia Ananiadou
2023	J	`jnl`	Emotion fusion for mental illness detection from social media: A survey. Inf. Fusion Tianlin Zhang, Kailai Yang, Shaoxiong Ji, Sophia Ananiadou
2023	J	`jnl`	Exploring the Residual Stream of Transformers. CoRR Zeping Yu, Kailai Yang, Zhiwei Liu, Sophia Ananiadou
2023	J	`jnl`	MentalLLaMA: Interpretable Mental Health Analysis on Social Media with Large Language Models. CoRR Kailai Yang, Tianlin Zhang, Ziyan Kuang, Qianqian Xie, Sophia Ananiadou
2023	J	`jnl`	On the Evaluations of ChatGPT and Emotion-enhanced Prompting for Mental Health Analysis. CoRR Kailai Yang, Shaoxiong Ji, Tianlin Zhang, Qianqian Xie, Sophia Ananiadou
2023	J	`jnl`	PHQ-aware depressive symptoms identification with similarity contrastive learning on social media. Inf. Process. Manag. Tianlin Zhang, Kailai Yang, Hassan Alhuzali, Boyang Liu, Sophia Ananiadou
2023	J	`jnl`	Rethinking Large Language Models in Mental Health Applications. CoRR Shaoxiong Ji, Tianlin Zhang, Kailai Yang, Sophia Ananiadou, Erik Cambria
2023	—	`conf`	Sentiment-guided Transformer with Severity-aware Contrastive Learning for Depression Detection on Social Media. BioNLP@ACL Tianlin Zhang, Kailai Yang, Sophia Ananiadou
2023	A*	`conf`	Towards Interpretable Mental Health Analysis with Large Language Models. EMNLP Kailai Yang, Shaoxiong Ji, Tianlin Zhang, Qianqian Xie, Ziyan Kuang, Sophia Ananiadou
2022	J	`jnl`	A mental state Knowledge-aware and Contrastive Network for early stress and depression detection on social media. Inf. Process. Manag. Kailai Yang, Tianlin Zhang, Sophia Ananiadou
2021	—	`conf`	Knowledge-Interactive Network with Sentiment Polarity Intensity-Aware Multi-Task Learning for Emotion Recognition in Conversations. EMNLP (Findings) Yunhe Xie, Kailai Yang, Chengjie Sun, Bingquan Liu, Zhenzhou Ji
2020	—	`conf`	A MOOC Courses Recommendation System Based on Learning Behaviours. ACM TUR-C Shengjun Yin, Kailai Yang, Hongzhi Wang