Yang Song

According to our database, Yang Song authored at least 61 papers between 2010 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Quality-constrained Entropy Maximization Policy Optimization for LLM Diversity.

Haihui Pan, Yuzhong Hong, Shaoke Lv, Junwei Bao, Hongfei Jiang, Yang Song

CoRR, February, 2026

Measuring and Mitigating Post-hoc Rationalization in Reverse Chain-of-Thought Generation.

Guangyue Peng, Zongchao Chen, Wen Luo, Yuntao Wen, Wei Li, Ruixiang Feng, Ran Le, Chen Yang, Zhenwei An, Yang Song, Tao Zhang, Houfeng Wang

CoRR, February, 2026

Elo-Evolve: A Co-evolutionary Framework for Language Model Alignment.

Jing Zhao, Ting Zhen, Junwei Bao, Hongfei Jiang, Yang Song

CoRR, February, 2026

Nanbeige4.1-3B: A Small General Model that Reasons, Aligns, and Acts.

Chen Yang, Guangyue Peng, Jiaying Zhu, Ran Le, Ruixiang Feng, Tao Zhang, Xiyun Xu, Yang Song, Yiming Jia, Yuntao Wen, Yunzhi Xu, Zekai Wang, Zhenwei An, Zhicong Sun, Zongchao Chen

CoRR, February, 2026

PACE: Prefix-Protected and Difficulty-Aware Compression for Efficient Reasoning.

Ruixiang Feng, Yuntao Wen, Silin Zhou, Ke Shi, Yifan Wang, Ran Le, Zhenwei An, Zongchao Chen, Chen Yang, Guangyue Peng, Yiming Jia, Dongsheng Wang, Tao Zhang, Lisi Chen, Yang Song, Shen Gao, Shuo Shang

CoRR, February, 2026

SWE-World: Building Software Engineering Agents in Docker-Free Environments.

Shuang Sun, Huatong Song, Lisheng Huang, Jinhao Jiang, Ran Le, Zhihao Lv, Zongchao Chen, Yiwen Hu, Wenyang Luo, Wayne Xin Zhao, Yang Song, Hongteng Xu, Tao Zhang, Ji-Rong Wen

CoRR, February, 2026

SWE-Master: Unleashing the Potential of Software Engineering Agents via Post-Training.

Huatong Song, Lisheng Huang, Shuang Sun, Jinhao Jiang, Ran Le, Daixuan Cheng, Guoxin Chen, Yiwen Hu, Zongchao Chen, Yiming Jia, Wayne Xin Zhao, Yang Song, Tao Zhang, Ji-Rong Wen

CoRR, February, 2026

Exploiting large language model with reinforcement learning for generative job recommendations.

Zhi Zheng, Zhaopeng Qiu, Chen Zhu, Xiao Hu, Likang Wu, Yang Song, Hengshu Zhu, Hui Xiong

Frontiers Comput. Sci., January, 2026

2025

Nanbeige4-3B Technical Report: Exploring the Frontier of Small Language Models.

Chen Yang, Guangyue Peng, Jiaying Zhu, Ran Le, Ruixiang Feng, Tao Zhang, Wei Ruan, Xiaoqi Liu, Xiaoxue Cheng, Xiyun Xu, Yang Song, Yanzipeng Gao, Yiming Jia, Yun Xing, Yuntao Wen, Zekai Wang, Zhenwei An, Zhicong Sun, Zongchao Chen

CoRR, December, 2025

CoSineVerifier: Tool-Augmented Answer Verification for Computation-Oriented Scientific Questions.

Ruixiang Feng, Zhenwei An, Yuntao Wen, Ran Le, Yiming Jia, Chen Yang, Zongchao Chen, Lisi Chen, Shen Gao, Shuo Shang, Yang Song, Tao Zhang

CoRR, December, 2025

ToolMind Technical Report: A Large-Scale, Reasoning-Enhanced Tool-Use Dataset.

Chen Yang, Ran Le, Yun Xing, Zhenwei An, Zongchao Chen, Wayne Xin Zhao, Yang Song, Tao Zhang

CoRR, November, 2025

RSPO: Risk-Seeking Policy Optimization for Pass@k and Max@k Metrics in Large Language Models.

Kaichen Zhang, Shenghao Gao, Yuzhong Hong, Haipeng Sun, Junwei Bao, Hongfei Jiang, Yang Song, Dingqian Hong, Hui Xiong

CoRR, August, 2025

Quasi-Metric Learning for Bilateral Person-Job Fit.

Yingpeng Du, Hongzhi Liu, Hengshu Zhu, Yang Song, Zhi Zheng, Zhonghai Wu

IEEE Trans. Pattern Anal. Mach. Intell., May, 2025

GVPO: Group Variance Policy Optimization for Large Language Model Post-Training.

Kaichen Zhang, Yuzhong Hong, Junwei Bao, Hongfei Jiang, Yang Song, Dingqian Hong, Hui Xiong

CoRR, April, 2025

RAG-Star: Enhancing Deliberative Reasoning with Retrieval Augmented Verification and Refinement.

Jinhao Jiang, Jiayi Chen, Junyi Li, Ruiyang Ren, Shijie Wang, Xin Zhao, Yang Song, Tao Zhang

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

MockLLM: A Multi-Agent Behavior Collaboration Framework for Online Job Seeking and Recruiting.

Hongda Sun, Hongzhan Lin, Haiyu Yan, Yang Song, Xin Gao, Rui Yan

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

Energy-Based Preference Model Offers Better Offline Alignment than the Bradley-Terry Preference Model.

Yuzhong Hong, Hanshan Zhang, Junwei Bao, Hongfei Jiang, Yang Song

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Mix-CPT: A Domain Adaptation Framework via Decoupling Knowledge Learning and Format Alignment.

Jinhao Jiang, Junyi Li, Xin Zhao, Yang Song, Tao Zhang, Ji-Rong Wen

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Lock on Target! Precision Unlearning via Directional Control.

Yuntao Wen, Ruixiang Feng, Feng Guo, Yifan Wang, Ran Le, Yang Song, Shen Gao, Shuo Shang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

Multi-Turn Interactions for Text-to-SQL with Large Language Models.

Guanming Xiong, Junwei Bao, Hongfei Jiang, Yang Song, Wen Zhao

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

KG-Agent: An Efficient Autonomous Agent Framework for Complex Reasoning over Knowledge Graph.

Jinhao Jiang, Kun Zhou, Xin Zhao, Yang Song, Chen Zhu, Hengshu Zhu, Ji-Rong Wen

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Preference-Oriented Supervised Fine-Tuning: Favoring Target Model over Aligned Large Language Models.

Yuchen Fan, Yuzhong Hong, Qiushi Wang, Junwei Bao, Hongfei Jiang, Yang Song

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Bilateral Multi-Behavior Modeling for Reciprocal Recommendation in Online Recruitment.

Zhi Zheng, Xiao Hu, Zhaopeng Qiu, Yuan Cheng, Shanshan Gao, Yang Song, Hengshu Zhu, Hui Xiong

IEEE Trans. Knowl. Data Eng., November, 2024

BoRA: Bi-dimensional Weight-Decomposed Low-Rank Adaptation.

Qiushi Wang, Yuchen Fan, Junwei Bao, Hongfei Jiang, Yang Song

CoRR, 2024

Interactive-T2S: Multi-Turn Interactions for Text-to-SQL with Large Language Models.

Guanming Xiong, Junwei Bao, Hongfei Jiang, Yang Song, Wen Zhao

CoRR, 2024

Facilitating Multi-Role and Multi-Behavior Collaboration of Large Language Models for Online Job Seeking and Recruiting.

Hongda Sun, Hongzhan Lin, Haiyu Yan, Chen Zhu, Yang Song, Xin Gao, Shuo Shang, Rui Yan

CoRR, 2024

Mixture of In-Context Experts Enhance LLMs' Long Context Awareness.

Hongzhan Lin, Ang Lv, Yuhan Chen, Chen Zhu, Yang Song, Hengshu Zhu, Rui Yan

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Early Joint Learning of Emotion Information Makes MultiModal Model Understand You Better.

Mengying Ge, Mingyang Li, Dongkai Tang, Pengbo Li, Kuo Liu, Shuhao Deng, Songbai Pu, Long Liu, Yang Song, Tao Zhang

Proceedings of the 2nd International Workshop on Multimodal and Responsible Affective Computing, 2024

Revisiting Reciprocal Recommender Systems: Metrics, Formulation, and Method.

Chen Yang, Sunhao Dai, Yupeng Hou, Wayne Xin Zhao, Jun Xu, Yang Song, Hengshu Zhu

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Bridging the Information Gap Between Domain-Specific Model and General LLM for Personalized Recommendation.

Wenxuan Zhang, Hongzhi Liu, Zhijin Dong, Yingpeng Du, Chen Zhu, Yang Song, Hengshu Zhu, Zhonghai Wu

Proceedings of the Web and Big Data - 8th International Joint Conference, 2024

Your Career Path Matters in Person-Job Fit.

Zhuocheng Gong, Yang Song, Tao Zhang, Ji-Rong Wen, Dongyan Zhao, Rui Yan

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Enhancing Job Recommendation through LLM-Based Generative Adversarial Networks.

Yingpeng Du, Di Luo, Rui Yan, Xiaopei Wang, Hongzhi Liu, Hengshu Zhu, Yang Song, Jie Zhang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Sequential ensemble learning for next item recommendation.

Yingpeng Du, Hongzhi Liu, Yang Song, Zekai Wang, Zhonghai Wu

Knowl. Based Syst., October, 2023

Bridging the Information Gap Between Domain-Specific Model and General LLM for Personalized Recommendation.

Wenxuan Zhang, Hongzhi Liu, Yingpeng Du, Chen Zhu, Yang Song, Hengshu Zhu, Zhonghai Wu

CoRR, 2023

Enhancing Job Recommendation through LLM-based Generative Adversarial Networks.

Yingpeng Du, Di Luo, Rui Yan, Hongzhi Liu, Yang Song, Hengshu Zhu, Jie Zhang

CoRR, 2023

EZInterviewer: To Improve Job Interview Performance with Mock Interview Generator.

Mingzhe Li, Xiuying Chen, Weiheng Liao, Yang Song, Tao Zhang, Dongyan Zhao, Rui Yan

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

Reciprocal Sequential Recommendation.

Bowen Zheng, Yupeng Hou, Wayne Xin Zhao, Yang Song, Hengshu Zhu

Proceedings of the 17th ACM Conference on Recommender Systems, 2023

Bilateral Sequential Hypergraph Convolution Network for Reciprocal Recommendation.

Jiaxing Chen, Hongzhi Liu, Hongrui Guo, Yingpeng Du, Zekai Wang, Yang Song, Zhonghai Wu

Proceedings of the IEEE International Conference on Data Mining, 2023

Sequential Hypergraph Convolution Network for Next Item Recommendation.

Jiaxing Chen, Hongzhi Liu, Yingpeng Du, Zekai Wang, Yang Song, Zhonghai Wu

Proceedings of the Database Systems for Advanced Applications, 2023

2022

Uncertainty Sentence Sampling by Virtual Adversarial Perturbation.

Hanshan Zhang, Zhen Zhang, Hongfei Jiang, Yang Song

CoRR, 2022

Modeling Two-Way Selection Preference for Person-Job Fit.

Chen Yang, Yupeng Hou, Yang Song, Tao Zhang, Ji-Rong Wen, Wayne Xin Zhao

Proceedings of the RecSys '22: Sixteenth ACM Conference on Recommender Systems, Seattle, WA, USA, September 18, 2022

Leveraging Search History for Improving Person-Job Fit.

Yupeng Hou, Xingyu Pan, Wayne Xin Zhao, Shuqing Bian, Yang Song, Tao Zhang, Ji-Rong Wen

Proceedings of the Database Systems for Advanced Applications, 2022

Market-Aware Dynamic Person-Job Fit with Hierarchical Reinforcement Learning.

Bin Fu, Hongzhi Liu, Hui Zhao, Yao Zhu, Yang Song, Tao Zhang, Zhonghai Wu

Proceedings of the Database Systems for Advanced Applications, 2022

Personalized Query Suggestion with Searching Dynamic Flow for Online Recruitment.

Zile Zhou, Xiao Zhou, Mingzhe Li, Yang Song, Tao Zhang, Rui Yan

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Beyond Matching: Modeling Two-Sided Multi-Behavioral Sequences for Dynamic Person-Job Fit.

Bin Fu, Hongzhi Liu, Yao Zhu, Yang Song, Tao Zhang, Zhonghai Wu

Proceedings of the Database Systems for Advanced Applications, 2021

2020

Learning to Match Jobs with Resumes from Sparse Interaction Data using Multi-View Co-Teaching Network.

Shuqing Bian, Xu Chen, Wayne Xin Zhao, Kun Zhou, Yupeng Hou, Yang Song, Tao Zhang, Ji-Rong Wen

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Generalized Collaborative Personalized Ranking for Recommendation.

Bin Fu, Hongzhi Liu, Yang Song, Tao Zhang, Zhonghai Wu

Proceedings of the Web and Big Data - 4th International Joint Conference, 2020

2019

User preference modeling based on meta paths and diversity regularization in heterogeneous information networks.

Hongzhi Liu, Zhengshen Jiang, Yang Song, Tao Zhang, Zhonghai Wu

Knowl. Based Syst., 2019

Interview Choice Reveals Your Preference on the Market: To Improve Job-Resume Matching through Profiling Memories.

Rui Yan, Ran Le, Yang Song, Tao Zhang, Xiangliang Zhang, Dongyan Zhao

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Representation Learning with Ordered Relation Paths for Knowledge Graph Completion.

Yao Zhu, Hongzhi Liu, Zhonghai Wu, Yang Song, Tao Zhang

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Domain Adaptation for Person-Job Fit with Transferable Deep Global Match Network.

Shuqing Bian, Wayne Xin Zhao, Yang Song, Tao Zhang, Ji-Rong Wen

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Towards Effective and Interpretable Person-Job Fitting.

Ran Le, Wenpeng Hu, Yang Song, Tao Zhang, Dongyan Zhao, Rui Yan

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Generating Long and Informative Reviews with Aspect-Aware Coarse-to-Fine Decoding.

Junyi Li, Wayne Xin Zhao, Ji-Rong Wen, Yang Song

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2013

Efficient Collective Entity Linking with Stacking.

Zhengyan He, Shujie Liu, Yang Song, Mu Li, Ming Zhou, Houfeng Wang

Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

2012

Identifying Event-related Bursts via Social Media Activities.

Xin Zhao, Baihan Shu, Jing Jiang, Yang Song, Hongfei Yan, Xiaoming Li

Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

Joint Learning for Coreference Resolution with Markov Logic.

Yang Song, Jing Jiang, Wayne Xin Zhao, Sujian Li, Houfeng Wang

Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

2011

Link Type Based Pre-Cluster Pair Model for Coreference Resolution.

Yang Song, Houfeng Wang, Jing Jiang

Proceedings of the Fifteenth Conference on Computational Natural Language Learning: Shared Task, 2011

Topical Keyphrase Extraction from Twitter.

Wayne Xin Zhao, Jing Jiang, Jing He, Yang Song, Palakorn Achananuparp, Ee-Peng Lim, Xiaoming Li

Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011

2010

ICL KBP Approaches to Knowledge Base Population at TAC2010.

Yang Song, Zhengyan He, Houfeng Wang

Proceedings of the Third Text Analysis Conference, 2010

A Pipeline Approach to Chinese Personal Name Disambiguation.

Yang Song, Zhengyan He, Chen Chen, Houfeng Wang

Proceedings of the CIPS-SIGHAN Joint Conference on Chinese Language Processing, 2010

Applying Spectral Clustering for Chinese Word Sense Induction.

Zhengyan He, Yang Song, Houfeng Wang

Proceedings of the CIPS-SIGHAN Joint Conference on Chinese Language Processing, 2010