Zixian Huang

According to our database, Zixian Huang authored at least 26 papers between 2019 and 2026.

Collaborative distances:

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

2026

How to Fine-Tune a Reasoning Model? A Teacher-Student Cooperation Framework to Synthesize Student-Consistent SFT Data.

Zixian Huang, Kaichen Yang, Xu Huang, Feiyang Hao, Qiming Ge, Bowen Li, He Du, Kai Chen, Qipeng Guo

CoRR, April, 2026

Kernel-Smith: A Unified Recipe for Evolutionary Kernel Optimization.

He Du, Qiming Ge, Jiakai Hu, Aijun Yang, Zheng Cai, Zixian Huang, Sheng Yuan, Qinxiu Cheng, Xinchen Xie, Yicheng Chen, Yining Li, Jiaxing Xie, Huanan Dong, Yaguang Wu, Xiangjun Huang, Jian Yang, Hui Wang, Bowen Zhou, Bowen Li, Qipeng Guo, Kai Chen

CoRR, March, 2026

TAPO: Translation Augmented Policy Optimization for Multilingual Mathematical Reasoning.

Xu Huang, Zhejian Lai, Zixian Huang, Jiajun Chen, Shujian Huang

CoRR, March, 2026

ExpLang: Improved Exploration and Exploitation in LLM Reasoning with On-Policy Thinking Language Selection.

Changjiang Gao, Zixian Huang, Kaichen Yang, Jiajun Chen, Jixing Li, Shujian Huang

CoRR, February, 2026

OdysseyArena: Benchmarking Large Language Models For Long-Horizon, Active and Inductive Interactions.

Fangzhi Xu, Hang Yan, Qiushi Sun, Jinyang Wu, Zixian Huang, Muye Huang, Jingyang Gong, Zichen Ding, Kanzhi Cheng, Yian Wang, Xinyu Che, Zeyi Sun, Jian Zhang, Zhangyue Yin, Haoran Luo, Xuanjing Huang, Ben Kao, Jun Liu, Qika Lin

CoRR, February, 2026

Wasserstein-Aware Transfer: Class-Level Alignment for Robust Diffusion Model Adaptation.

Zixian Huang, Chuan-Xian Ren

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

LLaMAX2: Your Translation-Enhanced Model also Performs Well in Reasoning.

Changjiang Gao, Zixian Huang, Jingyang Gong, Shujian Huang, Lei Li, Fei Yuan

CoRR, October, 2025

Pipelined Decoder for Efficient Context-Aware Text Generation.

Zixian Huang, Chenxu Niu, Yu Gu, Gengyang Xiao, Xinwei Huang, Gong Cheng

CoRR, June, 2025

Transforming decoder-only models into encoder-only models with improved understanding capabilities.

Zixian Huang, Xinwei Huang, Ao Wu, Xiaxia Wang, Gong Cheng

Knowl. Based Syst., 2025

cLegal-QA: a Chinese legal question answering with natural language generation methods.

Yizhen Wang, Xueying Shen, Zixian Huang, Lihui Niu, Shiyan Ou

Complex Intell. Syst., 2025

2024

Development and application of Chinese medical ontology for diabetes mellitus.

Jie Hu, Zixian Huang, Xuewen Ge, Yulin Shen, Yihan Xu, Zirui Zhang, Guangyin Zhou, Junjie Wang, Shan Lu, Yun Yu, Cheng Wan, Xin Zhang, Ruochen Huang, Yun Liu, Gong Cheng

BMC Medical Informatics Decis. Mak., December, 2024

MindMerger: Efficient Boosting LLM Reasoning in non-English Languages.

Zixian Huang, Wenhao Zhu, Gong Cheng, Lei Li, Fei Yuan

CoRR, 2024

ACORDAR 2.0: A Test Collection for Ad Hoc Dataset Retrieval with Densely Pooled Datasets and Question-Style Queries.

Qiaosheng Chen, Weiqing Luo, Zixian Huang, Tengteng Lin, Xiaxia Wang, Ahmet Soylu, Basil Ell, Baifan Zhou, Evgeny Kharlamov, Gong Cheng

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

MindMerger: Efficiently Boosting LLM Reasoning in non-English Languages.

Zixian Huang, Wenhao Zhu, Gong Cheng, Lei Li, Fei Yuan

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

Rethinking Correlation Learning via Label Prior for Open Set Domain Adaptation.

Zixian Huang, Chuan-Xian Ren

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

A Branching Decoder for Set Generation.

Zixian Huang, Gengyang Xiao, Yu Gu, Gong Cheng

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Dense Re-Ranking with Weak Supervision for RDF Dataset Search.

Qiaosheng Chen, Zixian Huang, Zhiyang Zhang, Weiqing Luo, Tengteng Lin, Qing Shi, Gong Cheng

Proceedings of the Semantic Web - ISWC 2023, 2023

Enhancing In-Context Learning with Answer Feedback for Multi-span Question Answering.

Zixian Huang, Jiaying Zhou, Gengyang Xiao, Gong Cheng

Proceedings of the Natural Language Processing and Chinese Computing, 2023

An Empirical Investigation of Implicit and Explicit Knowledge-Enhanced Methods for Ad Hoc Dataset Retrieval.

Weiqing Luo, Qiaosheng Chen, Zhiyang Zhang, Zixian Huang, Gong Cheng

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Weight Matters: An Empirical Investigation of Distance Oracles on Knowledge Graphs.

Ke Zhang, Jiageng Chen, Zixian Huang, Gong Cheng

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Spans, Not Tokens: A Span-Centric Model for Multi-Span Reading Comprehension.

Zixian Huang, Jiaying Zhou, Chenxu Niu, Gong Cheng

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022

Clues Before Answers: Generation-Enhanced Multiple-Choice QA.

Zixian Huang, Ao Wu, Jiaying Zhou, Yu Gu, Yue Zhao, Gong Cheng

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

2021

When Retriever-Reader Meets Scenario-Based Multiple-Choice Questions.

Zixian Huang, Ao Wu, Yulin Shen, Gong Cheng, Yuzhong Qu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

2020

Enriching Documents with Compact, Representative, Relevant Knowledge Graphs.

Shuxin Li, Zixian Huang, Gong Cheng, Evgeny Kharlamov, Kalpa Gunaratna

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

2019

GeoSQA: A Benchmark for Scenario-based Question Answering in the Geography Domain at High School Level.

Zixian Huang, Yulin Shen, Xiao Li, Yuang Wei, Gong Cheng, Lin Zhou, Xinyu Dai, Yuzhong Qu

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

MiCRon: Making Sense of News via Relationship Subgraphs.

Zixian Huang, Shuxin Li, Gong Cheng, Evgeny Kharlamov, Yuzhong Qu

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