Researcher — paper.dinq.me

2026 顶会论文

作者位次 #2/5ICLR 2026Poster· Deep Learning / Algorithms

Mini-cluster Guided Long-tailed Deep Clustering

Zhixin Li · Yuheng Jia · Guanliang Chen · Hui LIU · Junhui Hou

OpenReview

作者位次 #6/8ICLR 2026Poster· Deep Learning / Algorithms

Samples Are Not Equal: A Sample Selection Approach for Deep Clustering

Zhengxing Jiao · Yaxin Hou · Jun Ma · Yuhang Li · Ding Ding · Yuheng Jia · Hui LIU · Junhui Hou

OpenReview

作者位次 #3/3ICLR 2026Poster· Optimization / Large Scale, Parallel and Distributed

FlexLoRA: Entropy-Guided Flexible Low-Rank Adaptation

Muqing Liu · Chongjie Si · Yuheng Jia

效率与系统OpenReview

作者位次 #6/7ACL 2026Poster· Natural Language Processing

C u MA : Aligning LLM s with Sparse Cultural Values via Demographic-Aware Mixture of Adapters

Ao Sun · Xiaoyu Wang · Zhe Tan · Yu Li · Jiachen Zhu · Yuheng Jia · Shu Su

摘要

As Large Language Models (LLMs) serve a global audience, alignment must transition from enforcing universal consensus to respecting cultural pluralism. We demonstrate that dense models, when forced to fit conflicting value distributions, suffer from Mean Collapse, converging to a generic average...

对齐与偏好效率与系统评测与基准OpenReview 项目页

作者位次 #7/7AAAI 2026Poster· Artificial Intelligence