Jiang, Haoming
- Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond
2023/04/26 by Jingfeng Yang, Hongye Jin, Yang, Jingfeng +13 · 5 voices · 43 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Topic Modeling #cs.AI #cs.CL #cs.LG
- On the Variance of the Adaptive Learning Rate and Beyond
2019/08/08 by Liyuan Liu, Liu, Liyuan, Haoming Jiang +11 · 73 citations
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Stochastic Gradient Optimization Techniques
- Transformer Hawkes Process
2020/02/21 by Simiao Zuo, Haoming Jiang, Zuo, Simiao +7 · 14 citations
Biochemistry, Genetics and Molecular Biology · Mathematics · #Diffusion and Search Dynamics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Morphological variations and asymmetry #Point processes and geometric inequalities
- Data Diversity Matters for Robust Instruction Tuning
2023/11/21 by Alexander Bukharin, Bukharin, Alexander, Li, Shiyang +7 · 13 citations
Mathematics · Psychology · #Behavioral and Psychological Studies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Statistics Education and Methodologies
- MEMORYLLM: Towards Self-Updatable Large Language Models
2024/02/07 by Yu Wang, Wang, Yu, Xiusi Chen +13 · 12 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- Graph Reasoning for Question Answering with Triplet Retrieval
2023/05/30 by Shiyang Li, Li, Shiyang, Yifan Gao +13 · 7 citations
Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Nonparametric Regression on Low-Dimensional Manifolds using Deep ReLU\n Networks : Function Approximation and Statistical Recovery
2019/08/05 by Minshuo Chen, Haoming Jiang, Chen, Minshuo +5 · 4 citations
Computer Science · Mathematics · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Statistical Methods and Inference
- IHEval: Evaluating Language Models on Following the Instruction Hierarchy
2025/02/12 by Zhang, Zhihan, Li, Shiyang, Zhang, Zixuan +11 · 12 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Amazon-M2: A Multilingual Multi-locale Shopping Session Dataset for Recommendation and Text Generation
2023/07/19 by Jin, Wei, Mao, Haitao, Li, Zheng +17 · 6 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- BlendFilter: Advancing Retrieval-Augmented Large Language Models via Query Generation Blending and Knowledge Filtering
2024/02/16 by Wang, Haoyu, Li, Ruirui, Jiang, Haoming +7 · 6 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Robust Reinforcement Learning from Corrupted Human Feedback
2024/06/21 by Alexander Bukharin, Bukharin, Alexander, Ilgee Hong +10 · 6 citations
Computer Science · #Neural Networks and Applications
- Inductive or Deductive? Rethinking the Fundamental Reasoning Abilities of LLMs
2024/07/31 by Kewei Cheng, Jingfeng Yang, Cheng, Kewei +21 · 3 voices · 5 citations
#cs.AI
- Adaptive Preference Scaling for Reinforcement Learning with Human Feedback
2024/06/04 by Ilgee Hong, Hong, Ilgee, Zichong Li +11 · 4 citations
Computer Science · #Evolutionary Algorithms and Applications #Reinforcement Learning in Robotics
- Large Language Models in the Clinic: A Comprehensive Benchmark
2024/04/25 by Liu, Fenglin, Li, Zheng, Hongjian Zhou +21 · 3 citations
Health Professions · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences
- On Scalable and Efficient Computation of Large Scale Optimal Transport
2019/05/01 by Yujia Xie, Xie, Yujia, Minshuo Chen +7 · 2 citations
Computer Science · Physics and Astronomy · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Stochastic Gradient Optimization Techniques
- Learning to Defend by Learning to Attack
2018/11/03 by Haoming Jiang, Jiang, Haoming, Zhehui Chen +7 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Contextual Text Denoising with Masked Language Models
2019/10/30 by Sun, Yifu, Jiang, Haoming · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Adversarial Regularization as Stackelberg Game: An Unrolled Optimization Approach
2021/04/11 by Simiao Zuo, Zuo, Simiao, Liang Chen +13 · 1 citation
Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
- Token-wise Curriculum Learning for Neural Machine Translation
2021/03/20 by Liang, Chen, Jiang, Haoming, Liu, Xiaodong +4 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Towards Automatic Evaluation of Dialog Systems: A Model-Free Off-Policy Evaluation Approach
2021/02/20 by Jiang, Haoming, Dai, Bo, Yang, Mengjiao +2 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Super Tickets in Pre-Trained Language Models: From Model Compression to Improving Generalization
2021/05/25 by Liang Chen, Liang, Chen, Simiao Zuo +13 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Can Language Models Follow Multiple Turns of Entangled Instructions?
2025/03/17 by Han, Chi, Liu, Xin, Wang, Haodong +12 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Multilingual Knowledge Graph Completion with Self-Supervised Adaptive Graph Alignment
2022/03/28 by Huang, Zijie, Li, Zheng, Jiang, Haoming +6 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- SeqZero: Few-shot Compositional Semantic Parsing with Sequential Prompts and Zero-shot Models
2022/05/15 by Jingfeng Yang, Yang, Jingfeng, Haoming Jiang +8 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Context-Aware Query Rewriting for Improving Users' Search Experience on E-commerce Websites
2022/09/15 by Zuo, Simiao, Yin, Qingyu, Jiang, Haoming +4 · 1 citation
#FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- CCGen: Explainable Complementary Concept Generation in E-Commerce
2023/05/19 by Huang, Jie, Gao, Yifan, Li, Zheng +7 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Think-RM: Enabling Long-Horizon Reasoning in Generative Reward Models
2025/05/22 by Ilgee Hong, Changlong Yu, Hong, Ilgee +19 · 4 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
- RNR: Teaching Large Language Models to Follow Roles and Rules
2024/09/10 by Kuan Wang, Alexander Bukharin, Wang, Kuan +20 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Natural Language Processing Techniques #Topic Modeling
- Hephaestus: Improving Fundamental Agent Capabilities of Large Language Models through Continual Pre-Training
2025/02/10 by Zhuang, Yuchen, Yang, Jingfeng, Jiang, Haoming +16 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Ask a Strong LLM Judge when Your Reward Model is Uncertain
2025/10/23 by Xu, Zhenghao, Lu, Qin, Zhang, Qingru +9 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)