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Zhongyu Ouyang

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

19

Venues

8

Active years

2022–2026

Best venue rank

A*

Where they publish

Papers

19 indexed papers, newest first.

YearVenueTitleAuthors
2026ACLWhat Makes a Good Curriculum? Disentangling the Effects of Data Ordering on LLM Mathematical Reasoning.Yaning Jia, Chunhui Zhang, Xingjian Diao, Xiangchi Yuan, Zhongyu Ouyang, Chiyu Ma, Soroush Vosoughi
2026ACLWhat Makes LLMs Effective Sequential Recommenders? A Study on Preference Intensity and Temporal Context.Zhongyu Ouyang, Qianlong Wen, Chunhui Zhang, Yanfang Ye, Soroush Vosoughi
2026ACLMusic Audio-Visual Question Answering Requires Specialized Multimodal Designs.Wenhao You, Xingjian Diao, Wenjun Huang, Chunhui Zhang, Keyi Kong, Weiyi Wu, Chiyu Ma, Zhongyu Ouyang, Tingxuan Wu, Ming Cheng, Soroush Vosoughi, Jiang Gui
2025ACLVisibility as Survival: Generalizing NLP for Native Alaskan Language Identification.Ivory Yang, Chunhui Zhang, Yuxin Wang, Zhongyu Ouyang, Soroush Vosoughi
2025ACLGrowing Through Experience: Scaling Episodic Grounding in Language Models.Chunhui Zhang, Sirui Wang, Zhongyu Ouyang, Xiangchi Yuan, Soroush Vosoughi
2025EMNLPSoundMind: RL-Incentivized Logic Reasoning for Audio-Language Models.Xingjian Diao, Chunhui Zhang, Keyi Kong, Weiyi Wu, Chiyu Ma, Zhongyu Ouyang, Peijun Qing, Soroush Vosoughi, Jiang Gui
2025EMNLPKnowing More, Acting Better: Hierarchical Representation for Embodied Decision-Making.Chunhui Zhang, Zhongyu Ouyang, Xingjian Diao, Zheyuan Liu, Soroush Vosoughi
2025ICMLOvercoming Multi-step Complexity in Multimodal Theory-of-Mind Reasoning: A Scalable Bayesian Planner.Chunhui Zhang, Zhongyu Ouyang, Kwonjoon Lee, Nakul Agarwal, Sean Dae Houlihan, Soroush Vosoughi, Shao-Yuan Lo
2025ICWSMScaled Supervision is an Implicit Lipschitz Regularizer.Zhongyu Ouyang, Chunhui Zhang, Yaning Jia, Soroush Vosoughi
2025NAACLTemporal Working Memory: Query-Guided Segment Refinement for Enhanced Multimodal Understanding.Xingjian Diao, Chunhui Zhang, Weiyi Wu, Zhongyu Ouyang, Peijun Qing, Ming Cheng, Soroush Vosoughi, Jiang Gui
2025NAACLPretrained Image-Text Models are Secretly Video Captioners.Chunhui Zhang, Yiren Jian, Zhongyu Ouyang, Soroush Vosoughi
2025RecSysNon-parametric Graph Convolution for Re-ranking in Recommendation Systems.Zhongyu Ouyang, Mingxuan Ju, Soroush Vosoughi, Yanfang Ye
2024EMNLPLearning Musical Representations for Music Performance Question Answering.Xingjian Diao, Chunhui Zhang, Tingxuan Wu, Ming Cheng, Zhongyu Ouyang, Weiyi Wu, Jiang Gui
2024EMNLPWorking Memory Identifies Reasoning Limits in Language Models.Chunhui Zhang, Yiren Jian, Zhongyu Ouyang, Soroush Vosoughi
2024ICMLFrom Coarse to Fine: Enable Comprehensive Graph Self-supervised Learning with Multi-granular Semantic Ensemble.Qianlong Wen, Mingxuan Ju, Zhongyu Ouyang, Chuxu Zhang, Yanfang Ye
2024ICWSMHow to Improve Representation Alignment and Uniformity in Graph-Based Collaborative Filtering?Zhongyu Ouyang, Chunhui Zhang, Shifu Hou, Chuxu Zhang, Yanfang Ye
2024UAIGCVR: Reconstruction from Cross-View Enable Sufficient and Robust Graph Contrastive Learning.Qianlong Wen, Zhongyu Ouyang, Chunhui Zhang, Yiyue Qian, Chuxu Zhang, Yanfang Ye
2023ICMLWhen Sparsity Meets Contrastive Models: Less Graph Data Can Bring Better Class-Balanced Representations.Chunhui Zhang, Chao Huang, Yijun Tian, Qianlong Wen, Zhongyu Ouyang, Youhuan Li, Yanfang Ye, Chuxu Zhang
2022KDDDisentangled Dynamic Heterogeneous Graph Learning for Opioid Overdose Prediction.Qianlong Wen, Zhongyu Ouyang, Jianfei Zhang, Yiyue Qian, Yanfang Ye, Chuxu Zhang