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1何樂為 | 特聘副研究員、研究生導(dǎo)師
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2目前研究方向
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3代表性論文
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4代表性項目
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5社會服務(wù)
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6畢業(yè)生去向
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7Contact Me
新加坡南洋理工大學(xué)博士（上海交通大學(xué)本科直博）；
研究領(lǐng)域涵蓋大語言模型、圖像檢索、機(jī)器人、智能制造等；
迄今以第一作者在（IF>10）國際頂刊上發(fā)表 3 篇研究論文；
個人主頁：http://www.edingxi.cn/helewei
團(tuán)隊主頁：http://www.edingxi.cn/team/hbci
可靈活定制培養(yǎng)周期，提供豐富博士及大廠內(nèi)推名額，歡迎研究生報考。
簡歷發(fā)送至郵箱：helewei@m.scnu.edu.cn
（名額有限，請盡早聯(lián)系）
（1）基于大語言模型的個性化內(nèi)容生成；
（2）基于多策略組合的量化交易模型；
（3）運動想象腦信號語義解碼；
（4）面向金融及工業(yè)應(yīng)用的人工智能服務(wù)平臺。
[1] L. He, B. Chen, Q. Liu, H. Chen, H. Li, W. T. Chow, J. Tang, Z. Du, Y. He, J. Pan. A quasi-exponential distribution of interfacial voids and its effect on the interlayer strength of 3D printed concrete [J]. Addit. Manuf., 2024, 89: 104296. (SCI，JCR 1 區(qū)，中科院升級版大類 1 區(qū)，TOP期刊，IF=11.1)
[2] L. He, J. Z. M. Tan, W. T. Chow, H. Li, J. Pan. Design of novel nozzles for higher interlayer strength of 3D printed cement paste [J]. Addit. Manuf., 2021, 48: 102452. (SCI，JCR 1 區(qū)，中科院升級版大類 1 區(qū)，TOP期刊，IF=11.1)
[3] L. He, W. T. Chow, H. Li. Effects of interlayer notch and shear stress on interlayer strength of 3D printed cement paste [J]. Addit. Manuf., 2020, 36: 101390. (SCI，JCR 1 區(qū)，中科院升級版大類 1 區(qū)，TOP期刊，IF=11.1)
[4] L. He, H. Li, W. T. Chow, B. Zeng, Y. Qian. Increasing the interlayer strength of 3D printed concrete with tooth-like interface: An experimental and theoretical investigation [J]. Mater. Des., 2022, 223: 111117. (SCI，JCR 1 區(qū)，中科院升級版大類 2 區(qū)，TOP期刊，IF=7.6)
[5] L. He, J. Pan, Y. S. Hee, H. Chen, L. G. Li, B. Panda, W. T. Chow. Development of novel concave and convex trowels for higher interlayer strength of 3D printed cement paste [J]. Case Stud. Constr. Mater., 2024, 21: e03745. (SCI，JCR 1 區(qū)，中科院升級版大類 2 區(qū)，IF=6.5)
[6] Z. Zheng, T. Cui, C. Xie, J. Pan, Q. Chen, L. He, "PlanningArena: A Modular Benchmark for Multidimensional Evaluation of Planning and Tool Learning," The 63rd Annual Meeting of the Association for Computational Linguistics (ACL), Vienna, Austria, 2025. (CCF-A)
[7] J. Su, Q. Lan, Y. Xia, L. Sun, W. Tian, T. Shi, L. He, "Difficulty-Aware Agentic Orchestration for Query-Specific Multi-Agent Workflows," The ACM Web Conference 2026 (WWW), Dubai, United Arab Emirates, 2026. (CCF-A)
[8] F. Liu, Y. Wang, M. Zhang, Z. Chen, Z. Li, L. He, J. Pan, "Think Faster Than Words: Efficient LLM Chain-of-Thought Reasoning via Dynamic Shortcut Decoding," The 64th Annual Meeting of the Association for Computational Linguistics (ACL), San Diego, California, 2026. (CCF-A)
[9] Z. Zheng, T. Cui, T. Wang, F. Wang, J. Pan, L. He, Q. Chen, "NaturalGAIA: A Verifiable Benchmark and Hierarchical Framework for Long-Horizon GUI Tasks," The 64th Annual Meeting of the Association for Computational Linguistics (ACL), San Diego, California, 2026. (CCF-A)
[10] Z. Li, Y. He, L. He, J. Wang, T. Shi, B. Lei, Y. Li, Q. Chen, "FALCON: Feedback-driven Adaptive Long/short-term memory reinforced Coding Optimization," 2025 IEEE International Conference on Multimedia and Expo (ICME), Nantes, France, 2025. (CCF-B)
[11] C. Zhou, M. Xu, X. Fan, L. Lu, J. Pan, L. He, "Multi-soft-label Guided Supervised Contrastive Learning for Gait Emotion Recognition," 2025 IEEE International Conference on Multimedia and Expo (ICME), Nantes, France, 2025. (CCF-B)
[12] B. Chen, S. Lin, Y. Liu, Z. Zhang, G. Lu, L. He, "Rethinking Adversarial Robustness Distillation VIA Strength-Dependent Adaptive Regularization," 2024 IEEE International Conference on Multimedia and Expo (ICME), Niagara Falls, ON, Canada, 2024. (CCF-B)
國家青年科學(xué)基金項目，52308250，面向3D打印混凝土層間特征的仿真與優(yōu)化方法，2024.01-2026.12，主持；
國家重點研發(fā)計劃，2023YFE0207800，中美腦機(jī)接口技術(shù)與產(chǎn)業(yè)標(biāo)準(zhǔn)化合作項目，2024.01-2026.12，參與；
廣東省自然科學(xué)基金面上項目，2026A1515012965，3D打印混凝土數(shù)值仿真方法及層間強(qiáng)度的預(yù)測與提升，2026.01-2028.12，主持；
廣東省普通高校青年創(chuàng)新人才類項目，2022KQNCX017，面向無人值守陶瓷3D打印平臺的人工神經(jīng)網(wǎng)絡(luò)與多目標(biāo)優(yōu)化算法設(shè)計，2023.01-2024.12，主持；
華南師范大學(xué)青年教師科研培育基金項目，21KJ15，基于機(jī)器學(xué)習(xí)的水泥3D打印參數(shù)優(yōu)化與噴頭設(shè)計，2021.01-2022.12，主持。
面向企業(yè)各類AI應(yīng)用場景提供全流程解決方案的咨詢、落地和交付，需求可發(fā)送至郵箱：helewei@m.scnu.edu.cn
2025屆：藍(lán)**（字節(jié)跳動），張**（南方電網(wǎng)），林**（南方電網(wǎng)）
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