Institute of High Performance Computing 

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Publication date Article title Author(s)
27 Apr 2026 A Structural Knowledge Enhanced Re-ranking method with large language models for temporal knowledge graph prediction Bo Li, Bin Song, Tiantian He, Yew-Soon Ong
23 Apr 2026 BARREL: Boundary-Aware Reasoning for Factual and Reliable LRMs Juxiao Yang, Jinzhe Tu, Haoran Liu, Xiaoce Wang, Chujie Zheng, Zhexin Zhang, Shiyao Cui, Caishun Chen, Tiantian He, Hongning Wang, Yew-Soon Ong, Minlie Huang
23 Apr 2026 Mitigating Mismatch within Reference-based Preference Optimization Suqin Yuan, Xingrui Yu, Jiyang Zheng, Lei Feng, Dadong Wang, Ivor Tsang, Tongliang Liu
9 Apr 2026 Automated adaptive resolution framework with self-adjusting barrier regularization for stable nonlinear isogeometric topology optimization Xinqing Li, Zhen-Pei Wang, Yongzhen Mi, David W. Rosen, Yingjun Wang
2 Apr 2026 Adaptive PID-Incorporated Nonnegative Latent Factor Analysis Jinli Li, Ye Yuan, Tiantian He, Xin Luo
24 Mar 2026 Kinetic Monte Carlo simulations for suppressing dendrite growth in lithium-ion batteries Yang Hao Lau, Muhammad Faathin Abdullah, Bharathi Madurai Srinivasan, Minggang Zeng, Gang Wu, Wen-Qing Li, Man-Fai Ng
16 Mar 2026 PointTFA: Multi-Modal, Training-Free Adaptation for Point Cloud Understanding Jinmeng Wu, Youxiang Hu, Chong Cao, Hao Zhang, Basura Fernando, Yanbin Hao, Hanyu Hong
14 Mar 2026 Learning Structurally Stabilized Representations for Lossless DNA Storage Ben Cao, Xue Li, Tiantian He, Bin Wang, Shihua Zhou, Xiaohu Wu, Qiang Zhang
2 Mar 2026 Modularized Graph Convolutional Network Tiantian He, Zhixuan Duan, Xin Luo
13 Feb 2026 Soft Label Pruning and Quantization for Large-Scale Dataset Distillation Lingao Xiao, Yang He