Zixiang Di

According to our database, Zixiang Di authored at least 22 papers between 2021 and 2026.

Collaborative distances:

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

2026

EduResearchBench: A Hierarchical Atomic Task Decomposition Benchmark for Full-Lifecycle Educational Research.

Houping Yue, Zixiang Di, Mei Jiang, Bingdong Li, Hao Hao, Yu Song, Bo Jiang, Aimin Zhou

CoRR, February, 2026

Not All Negative Samples Are Equal: LLMs Learn Better from Plausible Reasoning.

Zixiang Di, Jinyi Han, Shuo Zhang, Ying Liao, Zhi Li, Xiaofeng Ji, Yongqi Wang, Zheming Yang, Ming Gao, Bingdong Li, Jie Wang

CoRR, February, 2026

Structured Reasoning for Large Language Models.

Jinyi Han, Zixiang Di, Zishang Jiang, Ying Liao, Jiaqing Liang, Yongqi Wang, Yanghua Xiao

CoRR, January, 2026

2025

Less is More: Enhancing Structured Multi-Agent Reasoning via Quality-Guided Distillation.

Jiahao Yuan, Xingzhe Sun, Xing Yu, Jingwen Wang, Dehui Du, Zhiqing Cui, Zixiang Di

CoRR, April, 2025

Reversal of Thought: Enhancing Large Language Models with Preference-Guided Reverse Reasoning Warm-up.

Jiahao Yuan, Dehui Du, Hao Zhang, Zixiang Di, Usman Naseem

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

ReflectDiffu: Reflect between Emotion-intent Contagion and Mimicry for Empathetic Response Generation via a RL-Diffusion Framework.

Jiahao Yuan, Zixiang Di, Zhiqing Cui, Guisong Yang, Usman Naseem

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

Expensive Multi-Objective Bayesian Optimization Based on Diffusion Models.

Bingdong Li, Zixiang Di, Yongfan Lu, Hong Qian, Feng Wang, Peng Yang, Ke Tang, Aimin Zhou

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

2024

Cultural Palette: Pluralising Culture Alignment via Multi-agent Palette.

Jiahao Yuan, Zixiang Di, Shangzixin Zhao, Usman Naseem

CoRR, 2024

ReflectDiffu:Reflect between Emotion-intent Contagion and Mimicry for Empathetic Response Generation via a RL-Diffusion Framework.

Jiahao Yuan, Zixiang Di, Zhiqing Cui, Guisong Yang, Usman Naseem

CoRR, 2024

It's Morphing Time: Unleashing the Potential of Multiple LLMs via Multi-objective Optimization.

Bingdong Li, Zixiang Di, Yanting Yang, Hong Qian, Peng Yang, Hao Hao, Ke Tang, Aimin Zhou

CoRR, 2024

Towards Geometry-Aware Pareto Set Learning for Neural Multi-Objective Combinatorial Optimization.

Yongfan Lu, Zixiang Di, Bingdong Li, Shengcai Liu, Hong Qian, Peng Yang, Ke Tang, Aimin Zhou

CoRR, 2024

2023

Research on Mobile Network User Complaint Warning Method Based on Multimodal Data.

Zixiang Di, Tian Xiao, Bei Li, Yunfeng Peng, Jianfei Li, Xinzhou Cheng, Lexi Xu, Xiaomeng Zhu, Hangbo Zheng

Proceedings of the International Conference on Information and Communication Technologies for Disaster Management, 2023

Research on 5G Network Evaluation Method Base on Perceptual Peer to Peer.

Xiaomeng Zhu, Yuting Zheng, Bei Li, Yi Li, Yuchao Jin, Rui Xia, Lexi Xu, Zixiang Di, Xinzhou Cheng

Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2023

AI-based 5G Resident Ratio Prediction for Multi-Frequency Heterogeneous Networks.

Tian Xiao, Bei Li, Tao Huang, Lexi Xu, Chen Cheng, Zixiang Di, Yi Li, Yuting Zheng

Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2023

2022

Research on 5G Network Capacity and Expansion.

Xiaomeng Zhu, Yi Li, Yuting Zheng, Rui Xia, Lexi Xu, Bei Li, Zixiang Di, Lu Zhi, Xinzhou Cheng

Proceedings of the IEEE International Conference on Trust, 2022

Research on Intelligent 5G Remote Interference Avoidance and Clustering Scheme.

Tian Xiao, Bei Li, Zixiang Di, Guanghai Liu, Lexi Xu, Jian Guan, Zhaoning Wang, Chen Cheng, Yi Li

Proceedings of the IEEE International Conference on Trust, 2022

Coverage Estimation of Wireless Network Using Attention U-Net.

Feibi Lyu, Xinzhou Cheng, Lexi Xu, Liang Liu, Jinjian Qiao, Lu Zhi, Zixiang Di, Tian Xiao, Chen Cheng

Proceedings of the IEEE International Conference on Trust, 2022

Research on OTFS Systems for 6G.

Bei Li, Tian Xiao, Kai Zhou, Lexi Xu, Guanghai Liu, Bo Wang, Jie Gao, Jian Guan, Zixiang Di

Proceedings of the IEEE International Conference on Trust, 2022

A Novel User Mobility Prediction Scheme based on the Weighted Markov Chain Model.

Yuwei Jia, Kun Chao, Xinzhou Cheng, Lin Lin, Lijuan Cao, Yi Li, Yuchao Jin, Zixiang Di, Chen Cheng

Proceedings of the IEEE International Conference on Trust, 2022

Research on Voice Quality Evaluation Method Based on Artificial Neural Network.

Zixiang Di, Tian Xiao, Yi Li, Xinzhou Cheng, Bei Li, Lexi Xu, Xiaomeng Zhu, Lu Zhi, Rui Xia

Proceedings of the IEEE International Conference on Trust, 2022

2021

Mobile Network User Perception Prediction based on Random Forest Algorithm.

Jinjian Qiao, Jiajia Zhu, Xinzhou Cheng, Lexi Xu, Feibi Lyu, Liang Liu, Zhaoning Wang, Zixiang Di

Proceedings of the International Conference on Information and Communication Technologies for Disaster Management, 2021

Coverage Estimation of Mobile Network Using Supervised Learning Model on Artificial Estimation Dataset.

Feibi Lyu, Chen Cheng, Jiajia Zhu, Xinzhou Cheng, Lexi Xu, Zhaoning Wang, Jinjian Qiao, Liang Liu, Zixiang Di

Proceedings of the International Conference on Information and Communication Technologies for Disaster Management, 2021