MedDialog: Large-scale Medical Dialogue Datasets. - Guangtao Zeng; Wenmian Yang; Zeqian Ju; Yue Yang; Sicheng Wang 001; Ruisi Zhang; Meng Zhou; Jiaqi Zeng; Xiangyu Dong 002; Ruoyu Zhang; Hongchao Fang; Penghui Zhu; et al. (EMNLP (1), 2020)

Scheduling mix-flow in SD-DCN based on Deep Reinforcement Learning with Private Link. - Jinjie Lu; Waixi Liu 001; Yinghao Zhu; Sen Ling; Zhitao Chen; Jiaqi Zeng (MSN, 2020)

MedDialog: A Large-scale Medical Dialogue Dataset. - Shu Chen; Zeqian Ju; Xiangyu Dong 002; Hongchao Fang; Sicheng Wang 001; Yue Yang; Jiaqi Zeng; Ruisi Zhang; Ruoyu Zhang; Meng Zhou; Penghui Zhu; Pengtao Xie (CoRR, 2020)

Contrastive Self-supervised Learning for Graph Classification. - Jiaqi Zeng; Pengtao Xie (AAAI, 2021)

Uncovering Main Causalities for Long-tailed Information Extraction. - Guoshun Nan; Jiaqi Zeng; Rui Qiao 006; Zhijiang Guo; Wei Lu 011 (EMNLP (1), 2021)

Adversarial Learning with Mask Reconstruction for Text-Guided Image Inpainting. - Xingcai Wu; Yucheng Xie; Jiaqi Zeng; Zhenguo Yang; Yi Yu 001; Qing Li 001; Wenyin Liu (ACM Multimedia, 2021)

Ultrasonic signal detection based on Fabry-Perot cavity sensor. - Wu Yang; Chonglei Zhang; Jiaqi Zeng; Wei Song (Vis. Comput. Ind. Biomed. Art, 2021)

DiseaseMeth version 3.0: a major expansion and update of the human disease methylation database. - Jie Xing; Ruiyang Zhai; Cong Wang; Honghao Liu; Jiaqi Zeng; Dianshuang Zhou; Mengyan Zhang 002; Liru Wang; Qiong Wu; Yue Gu; Yan Zhang 120 (Nucleic Acids Res., 2022)

A new context correctness measure CMoC and corresponding context inconsistency elimination algorithm. - Jie Xu; Hongji Xu; Shijie Li 011; Shuang Zhou; Mengmeng Wang; Yuhao Wang; Jiaqi Zeng; Jianjun Li; Xiaoman Li; Yiran Li; Xinya Li 001; Wentao Ai; et al. (Inf. Sci., 2023)

A multidimensional feature fusion network based on MGSE and TAAC for video-based human action recognition. - Shuang Zhou; Hongji Xu; Zhiquan Bai; Zhengfeng Du; Jiaqi Zeng; Yang Wang; Yuhao Wang; Shijie Li; Mengmeng Wang; Yiran Li; Jianjun Li; Jie Xu (Neural Networks, 2023)

GPT vs RETRO: Exploring the Intersection of Retrieval and Parameter-Efficient Fine-Tuning. - Aleksander Ficek; Jiaqi Zeng; Oleksii Kuchaiev (EMNLP, 2024)

CantTalkAboutThis: Aligning Language Models to Stay on Topic in Dialogues. - Makesh Narsimhan Sreedhar; Traian Rebedea; Shaona Ghosh; Jiaqi Zeng; Christopher Parisien (EMNLP (Findings), 2024)

Optimizing Vehicle Trajectories and Ensuring Pedestrian Safety in Complex Traffic. - Zhenwei Xu; Jiaqi Zeng; Yaoyong Zhou; Qing Yu; Wushouer Silamu (ICCBR Workshops, 2024)

HelpSteer: Multi-attribute Helpfulness Dataset for SteerLM. - Zhilin Wang; Yi Dong; Jiaqi Zeng; Virginia Adams; Makesh Narsimhan Sreedhar; Daniel Egert; Olivier Delalleau; Jane Polak Scowcroft; Neel Kant; Aidan Swope; Oleksii Kuchaiev (NAACL-HLT, 2024)

HelpSteer 2: Open-source dataset for training top-performing reward models. - Zhilin Wang; Yi Dong; Olivier Delalleau; Jiaqi Zeng; Gerald Shen; Daniel Egert; Jimmy Zhang; Makesh Narsimhan Sreedhar; Oleksii Kuchaiev (NeurIPS, 2024)

An Identity Alignment Method based on Online Tracking. - Ruisheng Shi; Zhiyuan Peng; Tong Fu; Lina Lan; Jiaqi Zeng; Yuyang Shi; Jinqiao Shi; Shenwen Lin; Lin Li 060 (WWW (Companion Volume), 2024)

NeMo-Aligner: Scalable Toolkit for Efficient Model Alignment. - Gerald Shen; Zhilin Wang; Olivier Delalleau; Jiaqi Zeng; Yi Dong; Daniel Egert; Shengyang Sun; Jimmy J. Zhang; Sahil Jain; Ali Taghibakhshi; Markel Sanz Ausin; Ashwath Aithal; et al. (CoRR, 2024)

HelpSteer2: Open-source dataset for training top-performing reward models. - Zhilin Wang; Yi Dong; Olivier Delalleau; Jiaqi Zeng; Gerald Shen; Daniel Egert; Jimmy J. Zhang; Makesh Narsimhan Sreedhar; Oleksii Kuchaiev (CoRR, 2024)

Nemotron-4 340B Technical Report. - Bo Adler; Niket Agarwal; Ashwath Aithal; Dong H. Anh; Pallab Bhattacharya; Annika Brundyn; Jared Casper; Bryan Catanzaro; Sharon Clay; Jonathan M. Cohen; Sirshak Das; Ayush Dattagupta; et al. (CoRR, 2024)

Inconsistency elimination of multi-source information fusion in smart home using the Dempster-Shafer evidence theory. - Shijie Li 011; Hongji Xu; Jie Xu; Xiaoman Li; Yang Wang 155; Jiaqi Zeng; Jianjun Li; Xinya Li 001; Yiran Li; Wentao Ai (Inf. Process. Manag., 2024)

Radar-Based Human Activity Recognition Using Dual-Stream Spatial and Temporal Feature Fusion Network. - Jianjun Li; Hongji Xu; Jiaqi Zeng; Wentao Ai; Shijie Li 011; Xiaoman Li; Xinya Li 001 (IEEE Trans. Aerosp. Electron. Syst., 2024)

A Vehicle Matching Algorithm by Maximizing Travel Time Probability Based on Automatic License Plate Recognition Data. - Chunguang He; Dianhai Wang; Zhengyi Cai; Jiaqi Zeng; Fengjie Fu (IEEE Trans. Intell. Transp. Syst., 2024)

Travel Mode Identification for Non-Uniform Passive Mobile Phone Data. - Jiaqi Zeng; Yulang Huang; Guozheng Zhang; Zhengyi Cai; Dianhai Wang (IEEE Trans. Intell. Transp. Syst., 2024)

HelpSteer3: Human-Annotated Feedback and Edit Data to Empower Inference-Time Scaling in Open-Ended General-Domain Tasks. - Zhilin Wang; Jiaqi Zeng; Olivier Delalleau; Daniel Egert; Ellie Evans; Hoo-Chang Shin; Felipe Soares; Yi Dong; Oleksii Kuchaiev (ACL (1), 2025)

HelpSteer2-Preference: Complementing Ratings with Preferences. - Zhilin Wang; Alexander Bukharin; Olivier Delalleau; Daniel Egert; Gerald Shen; Jiaqi Zeng; Oleksii Kuchaiev; Yi Dong (ICLR, 2025)

Is higher team gender diversity correlated with better scientific impact? - Chengzhi Zhang; Jiaqi Zeng; Yi Zhao (J. Informetrics, 2025)

Reward-aware Preference Optimization: A Unified Mathematical Framework for Model Alignment. - Shengyang Sun; Yian Zhang; Alexander Bukharin; David Mosallanezhad; Jiaqi Zeng; Soumye Singhal; Gerald Shen; Adithya Renduchintala; Tugrul Konuk; Yi Dong; Zhilin Wang; Dmitry Chichkov; et al. (CoRR, 2025)

Dedicated Feedback and Edit Models Empower Inference-Time Scaling for Open-Ended General-Domain Tasks. - Zhilin Wang; Jiaqi Zeng; Olivier Delalleau; Daniel Egert; Ellie Evans; Hoo-Chang Shin; Felipe Soares; Yi Dong; Oleksii Kuchaiev (CoRR, 2025)

An Efficient Hierarchical Multiscale and Multidimensional Feature Adaptive Fusion Network for Human Activity Recognition Using Wearable Sensors. - Xinya Li 001; Hongji Xu; Yang Wang 155; Jiaqi Zeng; Yiran Li; Xiaoman Li; Wentao Ai; Hao Zheng; Yupeng Duan (IEEE Internet Things J., 2025)

Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models. - Aaron Blakeman; Aarti Basant; Abhinav Khattar; Adithya Renduchintala; Akhiad Bercovich; Aleksander Ficek; Alexis Bjorlin; Ali Taghibakhshi; Amala Sanjay Deshmukh; Ameya Sunil Mahabaleshwarkar; Andrew Tao; Anna Shors; et al. (CoRR, 2025)

Llama-Nemotron: Efficient Reasoning Models. - Akhiad Bercovich; Itay Levy; Izik Golan; Mohammad Dabbah; Ran El-Yaniv; Omri Puny; Ido Galil; Zach Moshe; Tomer Ronen; Najeeb Nabwani; Ido Shahaf; Oren Tropp; et al. (CoRR, 2025)

HelpSteer3-Preference: Open Human-Annotated Preference Data across Diverse Tasks and Languages. - Zhilin Wang; Jiaqi Zeng; Olivier Delalleau; Hoo-Chang Shin; Felipe Soares; Alexander Bukharin; Ellie Evans; Yi Dong; Oleksii Kuchaiev (CoRR, 2025)

Advancing Fine-Grained Travel Mode Identification in Real Mobile Phone Signaling Data: A Deep Learning Approach. - Jiaqi Zeng; Zhengyi Cai; Yulang Huang; Meng Zhang; Meng Sun; Sheng Jin 001; Dianhai Wang (IEEE Trans. Intell. Transp. Syst., 2025)

Scaling Up RL: Unlocking Diverse Reasoning in LLMs via Prolonged Training. - Mingjie Liu; Shizhe Diao; Jian Hu; Ximing Lu; Xin Dong 009; Hao Zhang 097; Alexander Bukharin; Shaokun Zhang; Jiaqi Zeng; Makesh Narsimhan Sreedhar; Gerald Shen; David Mosallanezhad; et al. (CoRR, 2025)

NVIDIA Nemotron Nano 2: An Accurate and Efficient Hybrid Mamba-Transformer Reasoning Model. - Aarti Basant; Abhijit Khairnar; Abhijit Paithankar; Abhinav Khattar; Adithya Renduchintala; Aditya Malte; Akhiad Bercovich; Akshay Hazare; Alejandra Rico; Aleksander Ficek; Alex Kondratenko; Alex Shaposhnikov; et al. (CoRR, 2025)