CoGenesis: A Framework Collaborating Large and Small Language Models for Secure Context-Aware Instruction Following. - Kaiyan Zhang; Jianyu Wang; Ermo Hua; Biqing Qi; Ning Ding 002; Bowen Zhou 002 (ACL (1), 2024)

Scalable Efficient Training of Large Language Models with Low-dimensional Projected Attention. - Xingtai Lv; Ning Ding 002; Kaiyan Zhang; Ermo Hua; Ganqu Cui; Bowen Zhou 002 (EMNLP, 2024)

UltraMedical: Building Specialized Generalists in Biomedicine. - Kaiyan Zhang; Sihang Zeng; Ermo Hua; Ning Ding 002; Zhang-Ren Chen; Zhiyuan Ma 005; Haoxin Li; Ganqu Cui; Biqing Qi; Xuekai Zhu; Xingtai Lv; Jinfang Hu; et al. (NeurIPS, 2024)

Intuitive Fine-Tuning: Towards Simplifying Alignment into a Single Process. - Ermo Hua; Biqing Qi; Kaiyan Zhang; Yue Yu 008; Ning Ding 002; Xingtai Lv; Kai Tian; Bowen Zhou 002 (CoRR, 2024)

Fast and Slow Generating: An Empirical Study on Large and Small Language Models Collaborative Decoding. - Kaiyan Zhang; Jianyu Wang; Ning Ding 002; Biqing Qi; Ermo Hua; Xingtai Lv; Bowen Zhou 002 (CoRR, 2024)

Large Language Models as Biomedical Hypothesis Generators: A Comprehensive Evaluation. - Biqing Qi; Kaiyan Zhang; Kai Tian; Haoxiang Li; Zhang-Ren Chen; Sihang Zeng; Ermo Hua; Jinfang Hu; Bowen Zhou 002 (CoRR, 2024)

CALF: Benchmarking Evaluation of LFQA Using Chinese Examinations. - Yuchen Fan; Xin Zhong; Heng Zhou; Yuchen Zhang; Mingyu Liang; Chengxing Xie; Ermo Hua; Ning Ding 002; Bowen Zhou 002 (CoRR, 2024)

Automating Exploratory Proteomics Research via Language Models. - Ning Ding 002; Shang Qu; Linhai Xie; Yifei Li; Zaoqu Liu; Kaiyan Zhang; Yibai Xiong; Yuxin Zuo; Zhangren Chen; Ermo Hua; Xingtai Lv; Youbang Sun; et al. (CoRR, 2024)

How to Synthesize Text Data without Model Collapse? - Xuekai Zhu; Daixuan Cheng; Hengli Li; Kaiyan Zhang; Ermo Hua; Xingtai Lv; Ning Ding 002; Zhouhan Lin; Zilong Zheng; Bowen Zhou 002 (CoRR, 2024)

Fourier Position Embedding: Enhancing Attention's Periodic Extension for Length Generalization. - Ermo Hua; Che Jiang; Xingtai Lv; Kaiyan Zhang; Ning Ding 002; Youbang Sun; Biqing Qi; Yuchen Fan; Xuekai Zhu; Bowen Zhou 002 (CoRR, 2024)

Retrieval-Augmented Visual Question Answering via Built-in Autoregressive Search Engines. - Xinwei Long; Zhiyuan Ma 005; Ermo Hua; Kaiyan Zhang; Biqing Qi; Bowen Zhou 002 (AAAI, 2025)

Intuitive Fine-Tuning: Towards Simplifying Alignment into a Single Process. - Ermo Hua; Biqing Qi; Kaiyan Zhang; Kai Tian; Xingtai Lv; Ning Ding 002; Bowen Zhou 002 (ACL (1), 2025)

OpenPRM: Building Open-domain Process-based Reward Models with Preference Trees. - Kaiyan Zhang; Jiayuan Zhang 001; Haoxin Li; Xuekai Zhu; Ermo Hua; Xingtai Lv; Ning Ding 002; Biqing Qi; Bowen Zhou 002 (ICLR, 2025)

MedXpertQA: Benchmarking Expert-Level Medical Reasoning and Understanding. - Yuxin Zuo; Shang Qu; Yifei Li; Zhangren Chen; Xuekai Zhu; Ermo Hua; Kaiyan Zhang; Ning Ding 002; Bowen Zhou 002 (CoRR, 2025)

Technologies on Effectiveness and Efficiency: A Survey of State Spaces Models. - Xingtai Lv; Youbang Sun; Kaiyan Zhang; Shang Qu; Xuekai Zhu; Yuchen Fan; Yi Wu; Ermo Hua; Xinwei Long; Ning Ding 002; Bowen Zhou 002 (CoRR, 2025)

Deep Unfolding with Kernel-based Quantization in MIMO Detection. - Zeyi Ren; Jingreng Lei; Yichen Jin; Ermo Hua; Qingfeng Lin; Chen Zhang; Bowen Zhou 002; Yik-Chung Wu (CoRR, 2025)

Automating Exploratory Multiomics Research via Language Models. - Shang Qu; Ning Ding 002; Linhai Xie; Yifei Li; Zaoqu Liu; Kaiyan Zhang; Yibai Xiong; Yuxin Zuo; Zhangren Chen; Ermo Hua; Xingtai Lv; Youbang Sun; et al. (CoRR, 2025)