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I am a second-year PhD student at Washington University in St. Louis (WUSTL), luckily advised by Prof. Jiaxin Huang. Before that, I received my Master degree at Institute of Computing Technology, Chinese Academy of Sciences (ICT/CAS) in Jul. 2024, where I studied at ICT Natural Language Processing (ICTNLP) group. I received my B.E. degree in Data Science and Big Data Technology from University of International Business and Economics (UIBE) in Jun. 2021. Email: h.langlin [at] wustl.edu [ CV ] | Google Scholar / DBLP / Github |
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My research interests mainly lie in Natural Language Processing and Large Language Models. Particularly, I am interested in:
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[2026/05] Our paper Divide, Reweight, and Conquer: A Logit Arithmetic Approach for In-Context Learning is accepted by EACL 2026. Thanks to all collaborators! [2026/05] We released Nonsense Helps: Prompt Space Perturbation Broadens Reasoning Exploration. [2026/05] We released G-Zero: Self-Play for Open-Ended Generation from Zero Data. [2026/02] Our paper Training Data Efficiency in Multimodal Process Reward Models is accepted by ICML 2026. Thanks to all collaborators! [2026/01] We released RelayLLM: Efficient Reasoning via Collaborative Decoding. [2025/07] Our CrossWordBench is accepted by COLM 2025. Thanks to all collaborators! [2025/06] We released PosS, an effective Speculative Decoding method that reaches the highest draft predicton accuracy. [2025/04] We released CrossWordBench, a challenging multimodal Benchmark that requires continuous reasoning ability. [2025/02] One paper about Adaptive Heterogeneous MoE for flexible tokenization is accepted by NAACL 2025 as oral representation. Thanks to all collaborators! [2025/02] We released CaTS: Calibrated Test-Time Scaling for Efficient LLM Reasoning, finding self-calibration efficiently improves test-time scaling method which saves up to 94% sampling. [2024/10] We released LARA, A logit aggregation approach for In-Context Learning! [2024/08] My new journey set sail on Washington University in St. Louis, I love the peaceful campus and welcoming people! [2024/06] One paper about Byte-based Language Model is accepted to ACL 2024! Thanks to all collaborators! [2024/05/21] I successfully defended my dissertation for Master degree! My dissertation name is "A Study of Neural Machine Translation on Multiple Semantic Granularities (基于多语义粒度的神经机器翻译研究)". [2023/10] One paper about Compositional Phrase Representationis accepted to EMNLP 2023! Thanks to all collaborators! [2023/06] Our LLM BayLing (百聆) is released! BayLing is an instruction-following LLM with advanced language alignment and multi-turn interaction capability. Read our paper and try our online demo! Thanks to all collaborators! [2022/07] We won first place in the Chinese-Thai track and second place in the Mongolian-Chinese track in the 18th China Conference on Machine Translation (CCMT 2022)! Thanks to all collaborators! The technical report is accessible to public, check here for Chinese-Thai track and here for Mongolian-Chinese track. [2021/09] I start my M.S. life at University of Chinese Academy of Sciences (UCAS). [2021/06] I obtain my B.E. degree from University of International Business and Economics (UIBE). [2020/06] One paper about automatic construction of depression-domain lexicon is published on JMIR Medical Informatics! Thanks to all collaborators! |
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Langlin Huang, Chengsong Huang, Jixuan Leng, Di Huang, Jiaxin Huang Paper / Code Jixuan Leng, Chengsong Huang, Langlin Huang, Bill Yuchen Lin, William W. Cohen, Haohan Wang, Jiaxin Huang COLM 2025 Paper / Code / Dataset Chengsong Huang, Langlin Huang, Jixuan Leng, Jiacheng Liu, Jiaxin Huang Paper / Code Chengsong Huang, Tong Zheng, Langlin Huang, Jinyuan Li, Haolin Liu, Jiaxin Huang Paper Jinyuan Li, Chengsong Huang, Langlin Huang, Shaoyang Xu, Haolin Liu, Wenxuan Zhang, Jiaxin Huang ICML 2026 Paper Langlin Huang, Chengsong Huang, Jinyuan Li, Donghong Cai, Yuyi Yang, Jiaxin Huang Paper Chengsong Huang, Haolin Liu, Tong Zheng, Runpeng Dai, Langlin Huang, Jinyuan Li, Zongxia Li, Zhepei Wei, Yu Meng, Jiaxin Huang Paper Chengsong Huang, Langlin Huang, Jiaxin Huang EACL 2026 Paper / Code Langlin Huang, Mengyu Bu, Yang Feng NAACL 2025 (oral) Paper / Code Langling Huang, Yang Feng ACL 2024 Paper / Code Langling Huang, Shuhao Gu, Zhuocheng Zhang, Yang Feng EMNLP 2023 Paper / Code Shaolei Zhang, Qingkai Fang, Zhuocheng Zhang, Zhengrui Ma, Yan Zhou, Langlin Huang, Mengyu Bu, Shangtong Gui, Yunji Chen, Xilin Chen, Yang Feng Paper / Code / Demo / Project Page Genghao Li, Bing Li, Langlin Huang, Sibing Hou JMIR Medical Informatics Paper |
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Second Academic Scholarship, at UCAS, Sep. 2023 Outstanding Graduates, at UIBE, Jun. 2021 First Academic Scholarship, at UIBE, 2018, 2019, 2020 Merit Student of UIBE, 2018, 2019, 2020 Honorable Mention of Mathematical Contest In Modeling, Apr. 2020 First Prize of Asia and Pacific Mathematical Contest in Modeling, Jan. 2020 First Prize of Chinese Mathematical Contest In Modeling, Beijing Area, Sep. 2018 |
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Reviewer: NeurIPS 2025, COLM 2025, ICLR 2025, ACL Rolling Review, ACL 2023, TALLIP |
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Updated at May 2026
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