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ORCIDZixiang Di
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2020 – today
- 2026
[j1]Bingdong Li
, Zixiang Di, Yanting Yang, Hong Qian, Peng Yang, Hao Hao, Ke Tang, Aimin Zhou:
It's Morphing Time: Unleashing the Potential of Multiple LLMs via Multiobjective Optimization. IEEE Trans. Evol. Comput. 30(4): 1699-1713 (2026)- [i11]Jinyi Han, Zixiang Di, Zishang Jiang, Ying Liao, Jiaqing Liang, Yongqi Wang, Yanghua Xiao:
Structured Reasoning for Large Language Models. CoRR abs/2601.07180 (2026) - [i10]Zixiang Di, Jinyi Han, Shuo Zhang, Ying Liao, Zhi Li, Xiaofeng Ji, Yongqi Wang, Zheming Yang, Ming Gao, Bingdong Li, Jie Wang:
Not All Negative Samples Are Equal: LLMs Learn Better from Plausible Reasoning. CoRR abs/2602.03516 (2026) - [i9]Houping Yue, Zixiang Di, Mei Jiang, Bingdong Li, Hao Hao, Yu Song, Bo Jiang, Aimin Zhou:
EduResearchBench: A Hierarchical Atomic Task Decomposition Benchmark for Full-Lifecycle Educational Research. CoRR abs/2602.15034 (2026) - [i8]Ke Zhao, Zixiang Di, Hong Qian, Xiang Shu, Yaolin Wen, Qitao Shi, Bingdong Li, Xingyu Lu, Xiangfeng Wang, Jun Zhou, Ke Tang, Yang Yu:
MiniOpt: Reasoning to Model and Solve General Optimization Problems with Limited Resources. CoRR abs/2606.25832 (2026) - 2025
- [c21]Bingdong Li, Zixiang Di, Yongfan Lu, Hong Qian, Feng Wang, Peng Yang, Ke Tang, Aimin Zhou:
Expensive Multi-Objective Bayesian Optimization Based on Diffusion Models. AAAI 2025: 27063-27071 - [c20]Jiahao Yuan, Dehui Du, Hao Zhang, Zixiang Di, Usman Naseem:
Reversal of Thought: Enhancing Large Language Models with Preference-Guided Reverse Reasoning Warm-up. ACL (1) 2025: 19442-19459 - [c19]Jiahao Yuan, Zixiang Di, Zhiqing Cui, Guisong Yang, Usman Naseem:
ReflectDiffu: Reflect between Emotion-intent Contagion and Mimicry for Empathetic Response Generation via a RL-Diffusion Framework. ACL (1) 2025: 25435-25449 - [c18]Zixiang Di, Bei Li, Lu Zhi, Tian Xiao, Feibi Lyu, Jinchao Huang, Wei Zhang, Zhaoxing Li, Songbai Liang, Pei Wang, Jinjian Qiao:
Differentiated Service Data-Driven Intelligent Adjustment Method for 5G/5G-A Broadcast Beams. HPCC 2025: 1272-1277 - [c17]Bei Li, Zixiang Di, Tian Xiao, Zhaoning Wang, Liang Liu, Feibi Lv, Hongbing Ma, Jiajia Zhu, Guanghai Liu, Lexi Xu, Wei Zhang, Xiaomeng Zhu:
The Application of SSB Frequency Offset in Low-Altitude Network. HPCC 2025: 1278-1283 - [c16]Wei Zhang, Chen Cheng, Tianyi Wang, Yuhui Han, Yuan Tian, Dongliang Wang, Zixiang Di, Bei Li, Lexi Xu, Tian Xiao, Hong Sun, Guoguang Zhang:
Research on Host Classification Based on Language Models in Mobile Communication Networks. HPCC 2025: 1284-1289 - [c15]Tian Xiao, Mengyan Zhang, Bei Li, Zixiang Di, Chao Wang, Feibi Lyu, Yan Zhang, Wei Zhang, Lu Zhi, Chenrui Zang, Lexi Xu:
AI-Based 5G Beam Weight Optimization Scheme for Coverage Improvement in Low-Altitude Scenarios. HPCC 2025: 1332-1337 - [c14]Jihua Li, Zhaoxing Li, Jianlong Liu, Rui Xiao, Sai Huang, Zixiang Di, Yijia Zheng, Renjie Geng, Xiaoli Yuan, Qinding Zhang:
A Complaint Auxiliary Analysis Scheme for Mobile Network Based on Multi-Modal Generative LLM. HPCC 2025: 1368-1373 - [c13]Feibi Lyu, Songbai Liang, Zixiang Di, Tian Xiao, Lu Zhi, Jiajia Zhu, Lexi Xu, Bei Li, Yan Zhang, Zhaoning Wang:
Combining Large and Small Models to Empower Handling of User Complaints of 5G Network. HPCC 2025: 1429-1434 - [c12]Yan Zhang, Tian Xiao, Lu Zhi, Feibi Lv, Jiajia Zhu, Liang Liu, Zhaoning Wang, Zixiang Di, Lexi Xu, Bei Li:
Transformer-Based Temporal Feature Pyramid Network for Temporal Action Proposal Generation. HPCC 2025: 1453-1458 - [i7]Jiahao Yuan, Xingzhe Sun, Xing Yu, Jingwen Wang, Dehui Du, Zhiqing Cui, Zixiang Di:
Less is More: Enhancing Structured Multi-Agent Reasoning via Quality-Guided Distillation. CoRR abs/2504.16408 (2025) - 2024
- [i6]Yongfan Lu, Zixiang Di, Bingdong Li, Shengcai Liu, Hong Qian, Peng Yang, Ke Tang, Aimin Zhou:
Towards Geometry-Aware Pareto Set Learning for Neural Multi-Objective Combinatorial Optimization. CoRR abs/2405.08604 (2024) - [i5]Bingdong Li, Zixiang Di, Yongfan Lu, Hong Qian, Feng Wang, Peng Yang, Ke Tang, Aimin Zhou:
Expensive Multi-Objective Bayesian Optimization Based on Diffusion Models. CoRR abs/2405.08674 (2024) - [i4]Bingdong Li, Zixiang Di, Yanting Yang, Hong Qian, Peng Yang, Hao Hao, Ke Tang, Aimin Zhou:
It's Morphing Time: Unleashing the Potential of Multiple LLMs via Multi-objective Optimization. CoRR abs/2407.00487 (2024) - [i3]Jiahao Yuan, Zixiang Di, Zhiqing Cui, Guisong Yang, Usman Naseem:
ReflectDiffu:Reflect between Emotion-intent Contagion and Mimicry for Empathetic Response Generation via a RL-Diffusion Framework. CoRR abs/2409.10289 (2024) - [i2]Jiahao Yuan, Dehui Du, Hao Zhang, Zixiang Di, Usman Naseem:
Reversal of Thought: Enhancing Large Language Models with Preference-Guided Reverse Reasoning Warm-up. CoRR abs/2410.12323 (2024) - [i1]Jiahao Yuan, Zixiang Di, Shangzixin Zhao, Usman Naseem:
Cultural Palette: Pluralising Culture Alignment via Multi-agent Palette. CoRR abs/2412.11167 (2024) - 2023
- [c11]Tian Xiao, Bei Li, Tao Huang, Lexi Xu, Chen Cheng, Zixiang Di, Yi Li, Yuting Zheng:
AI-based 5G Resident Ratio Prediction for Multi-Frequency Heterogeneous Networks. BMSB 2023: 1-6 - [c10]Xiaomeng Zhu, Yuting Zheng, Bei Li, Yi Li, Yuchao Jin, Rui Xia, Lexi Xu, Zixiang Di, Xinzhou Cheng:
Research on 5G Network Evaluation Method Base on Perceptual Peer to Peer. BMSB 2023: 1-6 - [c9]Zixiang Di, Tian Xiao, Bei Li, Yunfeng Peng, Jianfei Li, Xinzhou Cheng, Lexi Xu, Xiaomeng Zhu, Hangbo Zheng:
Research on Mobile Network User Complaint Warning Method Based on Multimodal Data. ICT-DM 2023: 1-6 - 2022
- [c8]Yuwei Jia, Kun Chao, Xinzhou Cheng, Lin Lin, Lijuan Cao, Yi Li, Yuchao Jin, Zixiang Di, Chen Cheng:
A Novel User Mobility Prediction Scheme based on the Weighted Markov Chain Model. TrustCom 2022: 1078-1083 - [c7]Feibi Lyu, Xinzhou Cheng, Lexi Xu, Liang Liu, Jinjian Qiao, Lu Zhi, Zixiang Di, Tian Xiao, Chen Cheng:
Coverage Estimation of Wireless Network Using Attention U-Net. TrustCom 2022: 1255-1260 - [c6]Xiaomeng Zhu, Yi Li, Yuting Zheng, Rui Xia, Lexi Xu, Bei Li, Zixiang Di, Lu Zhi, Xinzhou Cheng:
Research on 5G Network Capacity and Expansion. TrustCom 2022: 1473-1478 - [c5]Tian Xiao, Bei Li, Zixiang Di, Guanghai Liu, Lexi Xu, Jian Guan, Zhaoning Wang, Chen Cheng, Yi Li:
Research on Intelligent 5G Remote Interference Avoidance and Clustering Scheme. TrustCom 2022: 1491-1497 - [c4]Bei Li, Tian Xiao, Kai Zhou, Lexi Xu, Guanghai Liu, Bo Wang, Jie Gao, Jian Guan, Zixiang Di:
Research on OTFS Systems for 6G. TrustCom 2022: 1498-1503 - [c3]Zixiang Di, Tian Xiao, Yi Li, Xinzhou Cheng, Bei Li, Lexi Xu, Xiaomeng Zhu, Lu Zhi, Rui Xia:
Research on Voice Quality Evaluation Method Based on Artificial Neural Network. TrustCom 2022: 1510-1515 - 2021
- [c2]Jinjian Qiao, Jiajia Zhu, Xinzhou Cheng, Lexi Xu, Feibi Lyu, Liang Liu, Zhaoning Wang, Zixiang Di:
Mobile Network User Perception Prediction based on Random Forest Algorithm. ICT-DM 2021: 43-48 - [c1]Feibi Lyu, Chen Cheng, Jiajia Zhu, Xinzhou Cheng, Lexi Xu, Zhaoning Wang, Jinjian Qiao, Liang Liu, Zixiang Di:
Coverage Estimation of Mobile Network Using Supervised Learning Model on Artificial Estimation Dataset. ICT-DM 2021: 214-220
Coauthor Index
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