Glad to see you here. I’m a third-year master degree candidate of Harbin Institute of Technology, Shenzhen, majoring in Computer Science and Technology. My research interests includes Large Language Models, Multi-modal Learning and Natural Language Processing. If you are seeking any form of academic cooperation, please feel free to email me at joehsj310@gmail.com.

Currently, I am a master student at Human Language Technology Lab supervised by Prof. Ruifeng Xu. Additionally, I am engaged in a research internship at ByteDance Doubao (Seed) Team.

Other than my work, I’m honored as the Leader of Open Source Working Group and Secretary for MLNLP community.

🔥 News

• 2024.12: 🎉 One paper (SKE-Learn) is accepted by AAAI 2025.
• 2024.08: 🎉 One paper (CLongEval) is accepted by EMNLP 2024 (Findings).
• 2024.07: 🎉 One paper (MPFToD) is accepted by Frontiers of Computer Science.
• 2024.05: 🎉 One paper (UltraTool) is accepted by ACL 2024 (Findings).
• 2024.04: 🎉 One paper (M$^3$F) is accepted by KBS.
• 2024.02: 🔥 We release UltraTool.
• 2023.12: 🎉 One paper (SDIF-DA) is accepted by ICASSP 2024.
• 2023.10: 🎉 Fortunately, I win a Graduate National Scholarship!
• 2023.10: 🎉 One paper (Cross-lingual Prompting) is accepted by EMNLP 2023.
• 2023.07: 🎉 One paper (MMSD2.0) is accepted by ACL 2023 (Findings).

📝 Publications

• AAAI 2025 Empowering Self-Learning of LLMs: Inner Knowledge Explicitation as a Catalyst, Shijue Huang, Wanjun Zhong, Deng Cai, Fanqi Wan, Chengyi Wang, Mingxuan Wang, Mu Qiao, Ruifeng Xu.
• ACL 2024 (Findings) Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios, Shijue Huang, Wanjun Zhong, Jianqiao Lu, Qi Zhu, Jiahui Gao, Weiwen Liu, Yutai Hou, Xingshan Zeng, Yasheng Wang, Lifeng Shang, Xin Jiang, Ruifeng Xu, Qun Liu.
• ICASSP 2024 SDIF-DA: A Shallow-to-Deep Interaction Framework with Data Augmentation for Multi-modal Intent Detection, Shijue Huang, Libo Qin, Bingbing Wang, Geng Tu, Ruifeng Xu.
• EMNLP 2024 (Findings) CLongEval: A Chinese Benchmark for Evaluating Long-Context Large Language Models, Zexuan Qiu, Jingjing Li, Shijue Huang, Wanjun Zhong, Irwin King.
• ACL 2023 (Findings) MMSD2.0: Towards a Reliable Multi-modal Sarcasm Detection System, Libo Qin*, Shijue Huang*, Qiguang Chen, Chenran Cai, Yudi Zhang, Bin Liang, Wanxiang Che, Ruifeng Xu.
• FCS MPFToD: A Modularized Pre-training Framework for Consistency Identification in Task-oriented Dialogue, Libo Qin*, Shijue Huang*, Qiguang Chen, Qian Liu, Wanxiang Che, Ruifeng Xu.
• KBS What do they “meme”? A metaphor-aware multi-modal multi-task framework for fine-grained meme understanding, Bingbing Wang, Shijue Huang, Bin Liang, Geng Tu, Min Yang, Ruifeng Xu.
• NLPCC 2023 Improving Few-Shot and Zero-Shot Entity Linking with Coarse-to-Fine Lexicon-Based Retriever, Shijue Huang, Bingbing Wang, Libo Qin, Qin Zhao, Ruifeng Xu.
• EMNLP 2023 Cross-lingual Prompting: Improving Zero-shot Chain-of-Thought Reasoning across Languages, Libo Qin, Qiguang Chen, Fuxuan Wei, Shijue Huang, Wanxiang Che.
• COLING 2022 CGIM: A Cycle Guided Interactive Learning Model for Consistency Identification in Task-oriented Dialogue, Libo Qin, Qiguang Chen, Tianbao Xie, Qian Liu, Shijue Huang, Wanxiang Che, Zhou Yu.
• EMNLP 2021 Don’t be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue System, Libo Qin, Tianbao Xie, Shijue Huang, Qiguang Chen, Xiao Xu, Wanxiang Che.

🛠️ Projects

• MLNLP Paper-Picture-Writing-Code, .
• MLNLP Top-AI-Conferences-Paper-with-Code, .
• MLNLP MIT-Linear-Algebra-Notes, .

🎖️ Honors and Awards

• National Scholarship, 2023.
• Graduate Special Scholarship of HITSZ, 2023.
• 1st place in NLPCC2023 Shared Task 6, 2023.
• Graduate Special Scholarship of HITSZ, 2022.
• Outstanding Graduates of HIT, 2022.

📖 Educations

• 2022.09 - Now, Master, Harbin Institute of Technology, Shenzhen.
• 2018.08 - 2022.06, Undergraduate, Harbin Institute of Technology, Harbin.

💻 Internships

• 2024.06 - Now, Focus on Self-Evolution and Automated Alignment of Large Language Models, ByteDance Doubao (Seed) Team, Shenzhen.
• 2023.11 - 2024.05, Focus on Planning and Tool Learning of Large Language Models, Huawei Noah’s Ark Lab, Shenzhen.
• 2020.12 - 2022.06, Focus on Spoken Language Understanding in Task-oriented Dialogue System, SCIR, Harbin Institute of Technology, Harbin.

🧑‍🏫 Teaching

• TA @ HITSZ Undergraduate Course of Natural Language Processing, 2023 Spring
• TA @ HITSZ Master Course of Natural Language Processing, 2023 Fall
• TA @ HITSZ Undergraduate Course of Natural Language Processing, 2024 Spring

♥️ Academic Service

• Reviewer: ACL, EMNLP, ARR, Knowledge-Based Systems