PRICAI 2025: trends in artificial intelligence 22nd Pacific Rim International Conference on Artificial Intelligence, PRICAI 2025, Wellington, New Zealand, November 17-21, 2025 proceedings Part III Yi Mei, Chao Qian, Quan Bai, Bing Xue, Sankalp Khanna, editors

Format:

Book

Conference/Event

Contributor:

Mei, Yi (Of Victoria University of Wellington), editor.

Qian, Chao.

Bai, Quan

Xue, Bing (Senior lecturer in computer science), editor.

Khanna, Sankalp, editor.

Conference Name:

Pacific Rim International Conference on Artificial Intelligence (22nd : 2025 : Wellington, New Zealand)

Series:

Lecture notes in computer science ; 16453.

Lecture notes in computer science. Lecture notes in artificial intelligence

Lecture notes in computer science 1611-3349 16453

Lecture notes in artificial intelligence

Language:

English

Subjects (All):

Artificial intelligence.

Genre:

Conference papers and proceedings

Physical Description:

1 online resource

Place of Publication:

Singapore Springer [2026]

Summary:

"The five-volume proceedings set LNAI 16451-16455, constitutes the refereed proceedings of the 22nd Pacific Rim International Conference on Artificial Intelligence, PRICAI 2025, held in Wellington, New Zealand, in November 17–21, 2025.The 197 full papers and 89 short papers included in this book were carefully reviewed and selected from 679 submissions. The papers are organized in the following topical sections: Part I: Clustering, Representation Learning, and Learning Systems; Deep learning; Graph learning. Part II: Evolutionary Learning, Transfer and Continual Learning; Real-world Applications. Part III: Human-Centric AI; Large Language Models Part IV: Interpretability, Fairness, and Trustworthy AI; Multi-Agent; Natural Language Processing; Planning, Scheduling, and Optimisation. Part V: Computer Vision; Time Series Analysis"-- Springer Nature Link

Contents:

Bigmf : Multimodal sentiment analysis by bidirectional cross-modal attention with geometric volume regularization / Youwei Zhang, Qishen Chen, Yuzhe Huang, Huahu Xu, Baochao Qi, and Lizhi Zhou

Gam : A generative autoencoder for diverse human motion prediction / Jiapeng Bai, Hua Yu, Yaqing Hou, and Qiang Zhang

Mediverse : AI-powered interactive voice-driven virtual reality for health data analytics / Rani Adam, Daniel R. Catchpoole, Simeon J. Simoff, Zhonglin Qu, Paul J. Kennedy, and Quang Vinh Nguyen

Prompt-enhanced multimodal learning for robust sentiment analysis with incomplete data / Yuhao Sun, Peng Zhang, Wei Zhao, Fuqiang Wang, Xiangzhi Liu, and Xiaoming Wu

Spatio-temporal multi-granularity gated recurrent transformer model for individual mobility prediction / Jie Li, Ruimin Hu, and Xiaochen Wang

Ib-tom : Human-AI coordination for unseen partners with evolving strategies / Zheng Yang, Yihang Hao, Jin Yu, Mingkai Gao, Zhixiao Sun, and Haiyin Piao

Affective resonance to agency alignment : Sense of agency in human-centered AI / Roberto Legaspi, Kazushi Ikeda, and Nao Kobayashi

Do the instruction-fine-tuned large language models challenge flawed instructions? A study on over-compliance and hallucinations / Xiaolu Li, Yuxiang Shang, Xiaorui Jiang, Chi Zhang, and Yong Liao

Ptfa : An LLM-based agent that facilitates online consensus building through parallel thinking / Wen Gu, Zhaoxing Li, Jan Buermann, Jim Dilkes, Dimitris Michailidis, Shinobu Hasegawa, Vahid Yazdanpanah, and Sebastian Stein

Agentfactory : Towards automated agentic system design and optimization / Enci Zhang, Haofeng Wang, Yuesheng Zhu, Xiaole Cui, and Guibo Luo

Lmsquant : Learnable multiscale post-training quantization for large language models / Yongkang Yang, Yuzhe Zhang, and Hong Zhang

Lid-drug : A localized interactive domain-aggregated framework for protein drug editing / Mingshuo Liu, Yunduan Lou, Shiyi Luo, Yifeng Yu, Shangping Ren, and Yu Bai

Psychild : A child-centric psychological companionship LLM with fine-grained multiturn dialogue evaluation benchmark / Gang Hu, Tian Wei, Hongyu Hou, Yating Chen, Zhengpeng Zhao, and Yuanyuan Pu

Tlora : Tri-matrix low-rank adaptation of large language models / Tanvir Islam

Integrating sensemaking in a question-driven development framework for textual narrative reporting applications / Ruilin Wang, Somayajulu Gowri Sripada, and Nigel Beacham

Can large language models handle numeric constraints? A comprehensive study and solutions / Hansheng Wang, Binru Zhao, Zehao Xu, Huichi Zhou, Liran Yang, Weifeng Xu, Jianyong Zhu, and Hongtao Wang

Combining non-numerical text and numerical sequences in LLM-based survival prediction / Zijie Zhou, Guoqing Qian, Xinyi Jiang, Guoming Wang, Rongxing Lu, Ling Xiao, and Siliang Tang

A little less conversation, a little more action, please : Investigating the physical common-sense of LLMs in a 3D embodied environment / Matteo G. Mecattaf, Ben Slater, Marko Tešić, Jonathan Prunty, Konstantinos Voudouris, and Lucy G. Cheke

Bayesianly-corrected, bandit-optimized multi-agent LLMs : Rethinking agents via control-theoretic dynamics / Xunfei Zhu, Shuaizhuo Yuan, Hao Leng, Puyuan Yang, and Dexin Liu

Higraph-llm : Hierarchical graph encoding and integration with large language models / Zhen Cai, Yanhua Yu, Xidian Wang, Kangkang Lu, Tu Ao, Mingliang Yan, Liang Pang, Pinghui Wang, and Tat-Seng Chua

Flex-ad : AutoML for anomaly detection via LLM-guided feature generation and selective ensembling / Zehao Gong, Junquan Gu, Xue Chen, Xiangfeng Luo, Zhengyang Liu, and Hang Yu

Knowledge graph multi-hop reasoning framework based on LLM and relation path matching / Jiayi Zhao, Junpeng Bao, Junjie Ma, and Yifeng Huang

Chain-of-conceptual-thought elicits daily conversation in large language models / Qingqing Gu, Dan Wang, Yue Zhao, Xiaoyu Wang, Zhonglin Jiang, Yong Chen, and Luo Ji

A comparative study of demonstration selection for practical large language models-based next POI prediction / Ryo Nishida, Masayuki Kawarada, Tatsuya Ishigaki, Hiroya Takamura, and Masaki Onishi

Flullm : Speech fluency classification based on multi-modal large language models / Mulati Kahaer, Aishan Wumaier, Zhengping Song, Licheng Ren, and Xueliang Guo

Context-aware and knowledge-grounded conversational recommendation with prompt learning / Aarushi Nema, Xin Zhou, Anna Jessica Jillella, Shiman Zhao, and Siyuan Liu

Best of both worlds? A glance at efficient reasoning for LLM-based machine translation / Hao Zong, Wentao Chen, Chao Bei, Conghu Yuan, Huan Liu, Kaiyu Huang, and Degen Huang

Learn from the past : Language-conditioned object rearrangement with large language models / Guanqun Cao, Ryan Mckenna, Erich Graf, and John Oyekan

Prompt attacks and safeguards in large language models : A survey / Kasra Mojallal, Pouria Sadr, Sepideh Ahmadian, and Dima Alhadidi

Enhancing LLM abductive reasoning through MCMC premise retrieval / Yuanyi Wang and Ichiro Kobayashi

Fine-tuning alignment of large language models via label smoothing and intermediate contrastive learning / Qian Zhang, Zhendong Wu, Qingyun Lin, Hetao Chen, and Yang Yang

Madcap : A multi-agent deliberative framework for robust assessment of open-ended questions / Shiyi Lin, Weiwei He, and Li Li

Hykag : Hybrid knowledge-aware retrieval-augmented generation for knowledge-intensive questions / Qingfei Zhao, Ruobing Wang, Daren Zha, and Zhihao Tang

Understanding cross-lingual generalization of English-centric LLMs : The role of representation similarity and data exposure / Suchun Xie, Shota Sasaki, Hwichan Kim, Yunmeng Li, Reina Akama, and Jun Suzuki

Assessing nuanced personality inducing in language models via vignette tests / Xingsheng Zhang, Luxi Xing, Chen Zhang, Yanbing Liu, Yifan Deng, Yue Hu, and Zhengxu Hou

Scd-hdc : A hallucination detection and correction method for LLMs based on syntactic component decomposition / Shilong Liu, Minghao Hu, Xiantao Xu, Wei Luo, Guotong Geng, and Zhunchen Luo

Bridging confidence and competence : Evaluating self-assessment alignment in LLM mathematical reasoning / Mingze Zhong, Zijing Shi, Ziyan Wang, Runze Liu, Meng Fang, and Ling Chen

LLM-based simulation tool for clinician-patient communication training : A dual-mode AI approach / Magezi Julius, Junhong Zhao, Xiaoying Gao, Jon Herries, Melita MacDonald, and Brad Peckler

Hebb-inspired low rank adapters for large language models fine-tuning / Alexander Demidovskij, Artyom Tugaryov, Igor Salnikov, Olga Frolova, Aleksei Trutnev, Pengcheng Xie, Irina Novikova, Egor Zharikov, Vasilisa Blyudova, and Yuri Ignatiev

Patching LLMs efficiently for edge devices / Yan Fang, Pengcheng Wu, and Rongwei Sun

Kale-lm-chem : Vision and practice toward an AI brain for chemistry / Weichen Dai, Yezeng Chen, Zijie Dai, Yubo Liu, Zhijie Huang, Yixuan Pan, Baiyang Song, Chengli Zhong, Xinhe Li, Zeyu Wang, Zhuoying Feng, and Yi Zhou

Metaphor as semantic divergence : Bridging cognitive linguistics and artificial intelligence through a word-sentence discrepancy model / Lester Kar Jun Lee, Wilson Cyrus-Lai, and Zhiqi Shen

Structuralcoder : Repository structure based RAG for repository-level code completion / Tao Zou, Kaicun Lin, and Huaqiang Yuan

Morpheus : Accelerating large language models with feature-augmented autoregressive drafting / Haoran Wang, Peng Xu, and Zhen Huang

An active structure-learning strategy for LLMs-based document-level event extraction / Jinming Zhang, Yanping Chen, Anqi Zou, Ruizhang Huang, and Yongbin Qin

Hybrid CNN-LSTM-AE framework with LLM-driven sentiment analysis for anomaly detection within the cryptocurrency markets / Manasi Mehta

Fats : A prompt injection attack utilizing feign security agents with deceptive few-shots learning / Yupeng Ren, Jiangtao Chen, and Rui Zhang

Leveraging runtime information for LLM quantization / Xin Yang, Yuhao Wang, and Wenyuan Jiang

Llm-kgplan : Long-horizon task planning via knowledge-guided reasoning / Wei Fang, Dingyu Yang, Niansheng Chen, Guangyu Fan, Lei Rao, Songlin Cheng, Xiaoyong Song, and Yingzhou Yu

Vghtcoder : Multi-agent code generation with hypothesis testing and verification guidance / Baosheng Yin and Xin Wang

Notes:

Includes bibliographical references and index

Online resource; title from PDF title page (Springer Nature Link, viewed April 24, 2026)

Other Format:

Print version Pacific Rim International Conference on Artificial Intelligence (22nd : 2025 : Wellington, New Zealand) PRICAI 2025: trends in artificial intelligence

ISBN:

9789819570782

9819570786

OCLC:

1586773953

Access Restriction:

Restricted for use by site license