Ning Ding 0002 - researchr alias

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Viewing Publication 1 - 33 from 33

2025

Advancing AI for science: From the revolution of tools to the tools for revolutionBowen Zhou 0002, Ning Ding 0002, Lei Bai 0001, Hao Zhou 0012. aiopen, 6:323-328, 2025. [doi]

Fusing Highly Specialized Language Models for Comprehensive ExpertiseNing Ding 0002, Yulin Chen, Ganqu Cui, Xingtai Lv, Weilin Zhao, Kaiyan Zhang, Ruobing Xie, Bowen Zhou 0002, Zhiyuan Liu 0001, Maosong Sun 0001. acl 2025: 854-878 [doi]

Efficient Diffusion Models: A Comprehensive Survey From Principles to PracticesZhiyuan Ma 0005, Yuzhu Zhang, Guoli Jia, Liangliang Zhao, Yichao Ma, Mingjie Ma, Gaofeng Liu, Kaiyan Zhang, Ning Ding 0002, Jianjun Li, Bowen Zhou 0002. pami, 47(9):7506-7525, September 2025. [doi]

The Right Time Matters: Data Arrangement Affects Zero-Shot Generalization in Instruction TuningBingxiang He, Ning Ding 0002, Cheng Qian 0008, Jia Deng, Ganqu Cui, Lifan Yuan, Haiwen Hong, Huan-ang Gao, Longtao Huang, Hui Xue 0001, Huimin Chen, Zhiyuan Liu 0001, Maosong Sun 0001. acl 2025: 222-243 [doi]

Fourier Position Embedding: Enhancing Attention's Periodic Extension for Length GeneralizationErmo Hua, Che Jiang, Xingtai Lv, Kaiyan Zhang, Youbang Sun, Yuchen Fan, Xuekai Zhu, Biqing Qi, Ning Ding 0002, Bowen Zhou 0002. icml 2025: [doi]

Intuitive Fine-Tuning: Towards Simplifying Alignment into a Single ProcessErmo Hua, Biqing Qi, Kaiyan Zhang, Kai Tian, Xingtai Lv, Ning Ding 0002, Bowen Zhou 0002. acl 2025: 121-136 [doi]

AGCNet: Improving Inertial Odometry via IMU Accelerometer and Gyroscope Online CompensationHongyuan Min, Ning Ding 0002, Mingyang Wan, Guojun Ma, Caigui Jiang. iros 2025: 15459-15466 [doi]

MoExDA: Domain Adaptation for Edge-based Action RecognitionTakuya Sugimoto, Ning Ding 0002, Toru Tamaki. mva 2025: 1-7 [doi]

Play Evaluation Based on Predicting the Outcome of Back-Row Attacks in VolleyballHikaru Yoshihara, Ning Ding 0002, Keisuke Fujii 0001. icsports 2025: 29-37 [doi]

Advancing LLM Reasoning Generalists with Preference TreesLifan Yuan, Ganqu Cui, Hanbin Wang, Ning Ding 0002, Xingyao Wang 0002, Boji Shan, Zeyuan Liu, Jia Deng, Huimin Chen, Ruobing Xie, Yankai Lin, Zhenghao Liu, Bowen Zhou 0002, Hao Peng 0015, Zhiyuan Liu 0001, Maosong Sun 0001. iclr 2025: [doi]

Free Process Rewards without Process LabelsLifan Yuan, Wendi Li, Huayu Chen, Ganqu Cui, Ning Ding 0002, Kaiyan Zhang, Bowen Zhou 0002, Zhiyuan Liu 0001, Hao Peng 0001. icml 2025: [doi]

OpenPRM: Building Open-domain Process-based Reward Models with Preference TreesKaiyan Zhang, Jiayuan Zhang, Haoxin Li, Xuekai Zhu, Ermo Hua, Xingtai Lv, Ning Ding 0002, Biqing Qi, Bowen Zhou 0002. iclr 2025: [doi]

How to Synthesize Text Data without Model Collapse?Xuekai Zhu, Daixuan Cheng, Hengli Li, Kaiyan Zhang, Ermo Hua, Xingtai Lv, Ning Ding 0002, Zhouhan Lin, Zilong Zheng, Bowen Zhou 0002. icml 2025: [doi]

MedXpertQA: Benchmarking Expert-Level Medical Reasoning and UnderstandingYuxin Zuo, Shang Qu, Yifei Li, Zhang-Ren Chen, Xuekai Zhu, Ermo Hua, Kaiyan Zhang, Ning Ding 0002, Bowen Zhou 0002. icml 2025: [doi]

2024

Empowering Private Tutoring by Chaining Large Language ModelsYulin Chen, Ning Ding 0002, Hai-Tao Zheng 0002, Zhiyuan Liu 0001, Maosong Sun 0001, Bowen Zhou 0002. CIKM 2024: 354-364 [doi]

ULTRAFEEDBACK: Boosting Language Models with Scaled AI FeedbackGanqu Cui, Lifan Yuan, Ning Ding 0002, Guanming Yao, Bingxiang He, Wei Zhu 0016, Yuan Ni, Guotong Xie, Ruobing Xie, Yankai Lin, Zhiyuan Liu 0001, Maosong Sun 0001. icml 2024: [doi]

Controllable Preference Optimization: Toward Controllable Multi-Objective AlignmentYiju Guo, Ganqu Cui, Lifan Yuan, Ning Ding 0002, Zexu Sun, Bowen Sun, Huimin Chen, Ruobing Xie, Jie Zhou 0016, Yankai Lin, Zhiyuan Liu 0001, Maosong Sun 0001. emnlp 2024: 1437-1454 [doi]

Predicting Emergent Abilities with Infinite Resolution EvaluationShengding Hu, Xin Liu, Xu Han 0007, Xinrong Zhang, Chaoqun He, Weilin Zhao, Yankai Lin, Ning Ding 0002, Zebin Ou, Guoyang Zeng, Zhiyuan Liu 0001, Maosong Sun 0001. iclr 2024: [doi]

Scalable Efficient Training of Large Language Models with Low-dimensional Projected AttentionXingtai Lv, Ning Ding 0002, Kaiyan Zhang, Ermo Hua, Ganqu Cui, Bowen Zhou 0002. emnlp 2024: 14588-14599 [doi]

Exploring Universal Intrinsic Task Subspace for Few-Shot Learning via Prompt TuningYujia Qin, Xiaozhi Wang, Yusheng Su, Yankai Lin, Ning Ding 0002, Jing Yi, Weize Chen, Zhiyuan Liu 0001, Juanzi Li, Lei Hou 0001, Peng Li 0030, Maosong Sun 0001, Jie Zhou 0016. taslp, 32:3631-3643, 2024. [doi]

INTERVENOR: Prompting the Coding Ability of Large Language Models with the Interactive Chain of RepairHanbin Wang, Zhenghao Liu, Shuo Wang, Ganqu Cui, Ning Ding 0002, Zhiyuan Liu 0001, Ge Yu 0001. acl 2014: 2081-2107 [doi]

UltraLink: An Open-Source Knowledge-Enhanced Multilingual Supervised Fine-tuning DatasetHaoyu Wang, Shuo Wang, Yukun Yan, Xujia Wang, Zhiyu Yang, Yuzhuang Xu, Zhenghao Liu, Liner Yang, Ning Ding 0002, Xu Han 0007, Zhiyuan Liu 0001, Maosong Sun 0001. acl 2024: 11929-11942 [doi]

UltraMedical: Building Specialized Generalists in BiomedicineKaiyan Zhang, Sihang Zeng, Ermo Hua, Ning Ding 0002, Zhang-Ren Chen, Zhiyuan Ma 0005, Haoxin Li, Ganqu Cui, Biqing Qi, Xuekai Zhu, Xingtai Lv, Jinfang Hu, Zhiyuan Liu 0001, Bowen Zhou 0002. nips 2024: [doi]

CoGenesis: A Framework Collaborating Large and Small Language Models for Secure Context-Aware Instruction FollowingKaiyan Zhang, Jianyu Wang, Ermo Hua, Biqing Qi, Ning Ding 0002, Bowen Zhou. acl 2024: 4295-4312 [doi]

Generative AI for Complex Scenarios: Language Models are Sequence ProcessorsBowen Zhou, Ning Ding 0002. ijairr, 1(1), 2024. [doi]

2023

2022

Prompt-learning for Fine-grained Entity TypingNing Ding 0002, Yulin Chen, Xu Han 0007, Guangwei Xu, XiaoBin Wang, Pengjun Xie, Haitao Zheng 0002, Zhiyuan Liu 0001, Juanzi Li, Hong-Gee Kim. emnlp 2022: 6888-6901 [doi]

PTR: Prompt Tuning with Rules for Text ClassificationXu Han 0007, Weilin Zhao, Ning Ding 0002, Zhiyuan Liu 0001, Maosong Sun. aiopen, 3:182-192, January 2022. [doi]

MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation ExtractionXiaozhi Wang, Yulin Chen, Ning Ding 0002, Hao Peng, Zimu Wang, Yankai Lin, Xu Han 0007, Lei Hou 0001, Juanzi Li, Zhiyuan Liu, Peng Li, Jie Zhou. emnlp 2022: 926-941 [doi]

Different Tunes Played with Equal Skill: Exploring a Unified Optimization Subspace for Parameter-Efficient TuningJing Yi, Weize Chen, Yujia Qin, Yankai Lin, Ning Ding 0002, Xu Han 0007, Zhiyuan Liu 0001, Maosong Sun, Jie Zhou. emnlp 2022: 3348-3366 [doi]

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