Kaiyan Zhang

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 22

Top Topics

Comprehensive Evaluation

Knowledge Retrieval

Top Venues

ACM Trans. Inf. Syst.

Publications

Xuekai Zhu, Biqing Qi, Kaiyan Zhang, Xinwei Long, Zhouhan Lin, Bowen Zhou
PaD: Program-aided Distillation Can Teach Small Models Reasoning Better than Chain-of-thought Fine-tuning. NAACL-HLT (2024)
Biqing Qi, Junqi Gao, Kaiyan Zhang, Dong Li, Jianxing Liu, Ligang Wu, Bowen Zhou
SMR: State Memory Replay for Long Sequence Modeling. CoRR (2024)
Biqing Qi, Kaiyan Zhang, Kai Tian, Haoxiang Li, Zhang-Ren Chen, Sihang Zeng, Ermo Hua, Jinfang Hu, Bowen Zhou
Large Language Models as Biomedical Hypothesis Generators: A Comprehensive Evaluation. CoRR (2024)
Ermo Hua, Biqing Qi, Kaiyan Zhang, Yue Yu, Ning Ding, Xingtai Lv, Kai Tian, Bowen Zhou
Intuitive Fine-Tuning: Towards Simplifying Alignment into a Single Process. CoRR (2024)
Xinwei Long, Jiali Zeng, Fandong Meng, Zhiyuan Ma, Kaiyan Zhang, Bowen Zhou, Jie Zhou
Generative Multi-Modal Knowledge Retrieval with Large Language Models. AAAI (2024)
Kaiyan Zhang, Biqing Qi, Bowen Zhou
Towards Building Specialized Generalist AI with System 1 and System 2 Fusion. CoRR (2024)
Xinwei Long, Jiali Zeng, Fandong Meng, Zhiyuan Ma, Kaiyan Zhang, Bowen Zhou, Jie Zhou
Generative Multi-Modal Knowledge Retrieval with Large Language Models. CoRR (2024)
Kaiyan Zhang, Sihang Zeng, Ermo Hua, Ning Ding, Zhang-Ren Chen, Zhiyuan Ma, Haoxin Li, Ganqu Cui, Biqing Qi, Xuekai Zhu, Xingtai Lv, Jinfang Hu, Zhiyuan Liu, Bowen Zhou
UltraMedical: Building Specialized Generalists in Biomedicine. CoRR (2024)
Biqing Qi, Pengfei Li, Fangyuan Li, Junqi Gao, Kaiyan Zhang, Bowen Zhou
Online DPO: Online Direct Preference Optimization with Fast-Slow Chasing. CoRR (2024)
Kaiyan Zhang, Jianyu Wang, Ermo Hua, Biqing Qi, Ning Ding, Bowen Zhou
CoGenesis: A Framework Collaborating Large and Small Language Models for Secure Context-Aware Instruction Following. ACL (1) (2024)
Biqing Qi, Junqi Gao, Kaiyan Zhang, Dong Li, Jianxing Liu, Ligang Wu, Bowen Zhou
SMR: State Memory Replay for Long Sequence Modeling. ACL (Findings) (2024)
Kaiyan Zhang, Jianyu Wang, Ermo Hua, Biqing Qi, Ning Ding, Bowen Zhou
CoGenesis: A Framework Collaborating Large and Small Language Models for Secure Context-Aware Instruction Following. CoRR (2024)
Kaiyan Zhang, Jianyu Wang, Ning Ding, Biqing Qi, Ermo Hua, Xingtai Lv, Bowen Zhou
Fast and Slow Generating: An Empirical Study on Large and Small Language Models Collaborative Decoding. CoRR (2024)
Biqing Qi, Kaiyan Zhang, Haoxiang Li, Kai Tian, Sihang Zeng, Zhang-Ren Chen, Bowen Zhou
Large Language Models are Zero Shot Hypothesis Proposers. CoRR (2023)
Weinan Zhang, Yiming Cui, Kaiyan Zhang, Yifa Wang, Qingfu Zhu, Lingzhi Li, Ting Liu
A Static and Dynamic Attention Framework for Multi Turn Dialogue Generation. ACM Trans. Inf. Syst. 41 (1) (2023)
Dong Li, Kaiyan Zhang, Dongping Cao, Jing Shen, Run Kang, Qiankang Mao, Jiawei Chen
Demo: Domino: A High-Precision Performance Monitoring and Analysis Platform for Client Applications. MobiSys (2023)
Kaiyan Zhang, Ning Ding, Biqing Qi, Xuekai Zhu, Xinwei Long, Bowen Zhou
CRaSh: Clustering, Removing, and Sharing Enhance Fine-tuning without Full Large Language Model. CoRR (2023)
Kaiyan Zhang, Ning Ding, Biqing Qi, Xuekai Zhu, Xinwei Long, Bowen Zhou
CRaSh: Clustering, Removing, and Sharing Enhance Fine-tuning without Full Large Language Model. EMNLP (2023)
Haoyu Song, Wei-Nan Zhang, Kaiyan Zhang, Ting Liu
A Stack-Propagation Framework for Low-Resource Personalized Dialogue Generation. ACM Trans. Inf. Syst. 41 (3) (2023)
Xuekai Zhu, Biqing Qi, Kaiyan Zhang, Xingwei Long, Bowen Zhou
PaD: Program-aided Distillation Specializes Large Models in Reasoning. CoRR (2023)
Haoyu Song, Yan Wang, Kaiyan Zhang, Wei-Nan Zhang, Ting Liu
BoB: BERT Over BERT for Training Persona-based Dialogue Models from Limited Personalized Data. CoRR (2021)
Haoyu Song, Yan Wang, Kaiyan Zhang, Wei-Nan Zhang, Ting Liu
BoB: BERT Over BERT for Training Persona-based Dialogue Models from Limited Personalized Data. ACL/IJCNLP (1) (2021)