Xinlin Zhuang

According to our database, Xinlin Zhuang authored at least 25 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

ClinCoT: Clinical-Aware Visual Chain-of-Thought for Medical Vision Language Models.

Xiwei Liu, Yulong Li, Xinlin Zhuang, Xuhui Li, Jianxu Chen, Haolin Yang, Imran Razzak, Yutong Xie

CoRR, March, 2026

DoAtlas-1: A Causal Compilation Paradigm for Clinical AI.

Yulong Li, Jianxu Chen, Xiwei Liu, Chuanyue Suo, Rong Xia, Zhixiang Lu, Yichen Li, Xinlin Zhuang, Niranjana Arun Menon, Yutong Xie, Eran Segal, Imran Razzak

CoRR, February, 2026

APEX: Learning Adaptive Priorities for Multi-Objective Alignment in Vision-Language Generation.

Dongliang Chen, Xinlin Zhuang, Junjie Xu, Luojian Xie, Zehui Wang, Jiaxi Zhuang, Haolin Yang, Liang Dou, Xiao He, Xingjiao Wu, Ying Qian

CoRR, January, 2026

FedCD: Towards Consolidated Distillation for Heterogeneous Federated Learning.

Yichen Li, Hang Su, Huifa Li, Haolin Yang, Xinlin Zhuang, Haochen Xue, Haozhao Wang, Imran Razzak

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

CHIPS: Efficient CLIP Adaptation via Curvature-aware Hybrid Influence-based Data Selection.

Xinlin Zhuang, Yichen Li, Xiwei Liu, Haolin Yang, Yifan Lu, Ziyun Zou, Yulong Li, Huifa Li, Dongliang Chen, Qinglei Wang, Weiyang Liu, Ying Qian, Jiangming Shi, Imran Razzak

CoRR, November, 2025

Phenome-Wide Multi-Omics Integration Uncovers Distinct Archetypes of Human Aging.

Huifa Li, Feilong Tang, Haochen Xue, Yulong Li, Xinlin Zhuang, Bin Zhang, Eran Segal, Imran Razzak

CoRR, October, 2025

Towards Robust Visual Continual Learning with Multi-Prototype Supervision.

Xiwei Liu, Yulong Li, Yichen Li, Xinlin Zhuang, Haolin Yang, Huifa Li, Imran Razzak

CoRR, September, 2025

scAGC: Learning Adaptive Cell Graphs with Contrastive Guidance for Single-Cell Clustering.

Huifa Li, Jie Fu, Xinlin Zhuang, Haolin Yang, Xinpeng Ling, Tong Cheng, Haochen Xue, Imran Razzak, Zhili Chen

CoRR, August, 2025

StreamAgent: Towards Anticipatory Agents for Streaming Video Understanding.

Haolin Yang, Feilong Tang, Linxiao Zhao, Xiang An, Ming Hu, Huifa Li, Xinlin Zhuang, Boqian Wang, Yifan Lu, Xiaofeng Zhang, Abdalla Swikir, Junjun He, Zongyuan Ge, Imran Razzak

CoRR, August, 2025

Towards Efficient Medical Reasoning with Minimal Fine-Tuning Data.

Xinlin Zhuang, Feilong Tang, Haolin Yang, Ming Hu, Huifa Li, Haochen Xue, Yichen Li, Junjun He, Zongyuan Ge, Ying Qian, Imran Razzak

CoRR, August, 2025

Unsupervised Topic Models are Data Mixers for Pre-training Language Models.

Jiahui Peng, Xinlin Zhuang, Jiantao Qiu, Ren Ma, Jing Yu, Tianyi Bai, Conghui He

CoRR, February, 2025

Harnessing Diversity for Important Data Selection in Pretraining Large Language Models.

Chi Zhang, Huaping Zhong, Kuan Zhang, Chengliang Chai, Rui Wang, Xinlin Zhuang, Tianyi Bai, Jiantao Qiu, Lei Cao, Ju Fan, Ye Yuan, Guoren Wang, Conghui He

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

FinDABench: Benchmarking Financial Data Analysis Ability of Large Language Models.

Shu Liu, Shangqing Zhao, Chenghao Jia, Xinlin Zhuang, Zhaoguang Long, Jie Zhou, Aimin Zhou, Man Lan, Yang Chong

Proceedings of the 31st International Conference on Computational Linguistics, 2025

Meta-rater: A Multi-dimensional Data Selection Method for Pre-training Language Models.

Xinlin Zhuang, Jiahui Peng, Ren Ma, Yinfan Wang, Tianyi Bai, Xingjian Wei, Jiantao Qiu, Chi Zhang, Ying Qian, Conghui He

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Efficient Pretraining Data Selection for Language Models via Multi-Actor Collaboration.

Tianyi Bai, Ling Yang, Zhen Hao Wong, Fupeng Sun, Xinlin Zhuang, Jiahui Peng, Chi Zhang, Lijun Wu, Jiantao Qiu, Wentao Zhang, Binhang Yuan, Conghui He

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Multi-Agent Collaborative Data Selection for Efficient LLM Pretraining.

Tianyi Bai, Ling Yang, Zhen Hao Wong, Jiahui Peng, Xinlin Zhuang, Chi Zhang, Lijun Wu, Jiantao Qiu, Wentao Zhang, Binhang Yuan, Conghui He

CoRR, 2024

Harnessing Diversity for Important Data Selection in Pretraining Large Language Models.

Chi Zhang, Huaping Zhong, Kuan Zhang, Chengliang Chai, Rui Wang, Xinlin Zhuang, Tianyi Bai, Jiantao Qiu, Lei Cao, Ye Yuan, Guoren Wang, Conghui He

CoRR, 2024

Cause-Aware Empathetic Response Generation via Chain-of-Thought Fine-Tuning.

Xinhao Chen, Chong Yang, Man Lan, Li Cai, Yang Chen, Tu Hu, Xinlin Zhuang, Aimin Zhou

CoRR, 2024

BIBench: Benchmarking Data Analysis Knowledge of Large Language Models.

Shu Liu, Shangqing Zhao, Chenghao Jia, Xinlin Zhuang, Zhaoguang Long, Man Lan

CoRR, 2024

Bread: A Hybrid Approach for Instruction Data Mining Through Balanced Retrieval and Dynamic Data Sampling.

Xinlin Zhuang, Xin Mao, Yuan-Hao Jiang, Hongyi Wu, Shangqing Zhao, Li Cai, Shu Liu, Yang Chen, Yuxiang Song, Chenghao Jia, Yuhao Zhou, Man Lan

Proceedings of the Natural Language Processing and Chinese Computing, 2024

A Lightweight and Effective Multi-View Knowledge Distillation Framework for Text-Image Retrieval.

Yuxiang Song, Yuxuan Zheng, Shangqing Zhao, Shu Liu, Xinlin Zhuang, Zhaoguang Long, Changzhi Sun, Aimin Zhou, Man Lan

Proceedings of the International Joint Conference on Neural Networks, 2024

Towards Explainable Chinese Native Learner Essay Fluency Assessment: Dataset, Tasks, and Method.

Xinshu Shen, Hongyi Wu, Yadong Zhang, Man Lan, Xiaopeng Bai, Shaoguang Mao, Yuanbin Wu, Xinlin Zhuang, Li Cai

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

CEAMC: Corpus and Empirical Study of Argument Analysis in Education via LLMs.

Yupei Ren, Hongyi Wu, Zhaoguang Long, Shangqing Zhao, Xinyi Zhou, Zheqin Yin, Xinlin Zhuang, Xiaopeng Bai, Man Lan

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

TOREE: Evaluating Topic Relevance of Student Essays for Chinese Primary and Middle School Education.

Xinlin Zhuang, Hongyi Wu, Xinshu Shen, Peimin Yu, Gaowei Yi, Xinhao Chen, Tu Hu, Yang Chen, Yupei Ren, Yadong Zhang, Youqi Song, Binxuan Liu, Man Lan

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Are U a Joke Master? Pun Generation via Multi-Stage Curriculum Learning towards a Humor LLM.

Yang Chen, Chong Yang, Tu Hu, Xinhao Chen, Man Lan, Li Cai, Xinlin Zhuang, Xuan Lin, Xin Lu, Aimin Zhou

Proceedings of the Findings of the Association for Computational Linguistics, 2024