About me
I am currently a second-year master student (2022 - present) at Department of Computer Science and Engineering at Shanghai Jiao Tong University (SJTU), under the supervision of Prof. Rui Wang. Before that, I received my bachelor degree in Computer Science and Engineering from Shanghai Jiao Tong University (SJTU) in 2022.
I interned at Microsoft Research Asia (2023 with Dr. Shujie Liu and Long Zhou) and Tencent AI Lab (2021-2023 with Dr. Lemao Liu). Now I am a machine learning engineer intern at ByteDance, working on multimodal large language models.
๐ฌ Research Interest
Large Language Model: Multimodal Large Language Models, Speech Large Language Model, Video Understanding Large Language Model, etc.
Natural Language Processing: Neural Machine Translation, Open-Ended Text Generation, etc.
๐ฅ News
- 2024.07: ๐๐ One paper about quality refiner for text-to-image generation is accepted by ACM MM 2024.
- 2024.05: ๐๐ One paper about watermark for large language models is accepted by ACL 2024.
- 2024.05: ๐๐ Adaptive Decoding is accepted by ICML 2024.
- 2024.03: ๐๐ One paper about evaluating large language models (CLEAN-EVAL) is accepted by NAACL 2024 Findings.
- 2024.03: ๐๐ Q-Refine is accepted by ICME 2024.
- 2023.01: I join ByteDance as a machine learning engineer intern.
- 2023.10: ๐๐ Penalty Decoding is accepted by EMNLP 2023.
- 2023.05: ๐๐ One paper about translation memory augmented NMT is accepted by ACL 2023 Findings.
- 2023.04: I join Microsoft Research Asia (MSRA), Natural Language Computing group as a research intern.
- 2022.06: I graduate from Shanghai Jiao Tong University and receive the Bachelor of Engineering in Computer Science and Engineering (with honor of Shanghai Jiao Tong University Outstanding Graduates).
- 2021.12: I join Tencent AI Lab, Natural Language Processing center as a research intern.
๐ Publications
* denotes co-first authors
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Rethinking Translation Memory Augmented Neural Machine Translation
Hongkun Hao, Guoping Huang, Lemao Liu, Zhirui Zhang, Shuming Shi, Rui Wang
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Penalty Decoding: Well Suppress the Self-Reinforcement Effect in Open-Ended Text Generation
Wenhong Zhu, Hongkun Hao, Rui Wang
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Q-Refine: A Perceptual Quality Refiner for AI-Generated Image
Chunyi Li, Haoning Wu, Zicheng Zhang, Hongkun Hao, Kaiwei Zhang, Lei Bai, Xiaohong Liu, Xiongkuo Min, Weisi Lin, Guangtao Zhai
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CLEAN-EVAL: Clean Evaluation on Contaminated Large Language Models
Wenhong Zhu, Hongkun Hao, Zhiwei He, Yunze Song, Yumeng Zhang, Hanxu Hu, Yiran Wei, Rui Wang, Hongyuan Lu
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Improving Open-Ended Text Generation via Adaptive Decoding
Wenhong Zhu, Hongkun Hao, Zhiwei He, Yiming Ai, Rui Wang
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Zhiwei He*, Binglin Zhou*, Hongkun Hao, Aiwei Liu, Xing Wang, Zhaopeng Tu, Zhuosheng Zhang, Rui Wang
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G-Refine: A General Quality Refiner for Text-to-Image Generation
Chunyi Li, Haoning Wu, Hongkun Hao, Zicheng Zhang, Tengchaun Kou, Chaofeng Chen, Lei Bai, Xiaohong Liu, Weisi Lin, Guangtao Zhai
ACM MM 2024
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๐จ๏ธ Preprints
* denotes co-first authors
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Boosting Large Language Model for Speech Synthesis: An Empirical Study
Hongkun Hao, Long Zhou, Shujie Liu, Jinyu Li, Shujie Hu, Rui Wang, Furu Wei
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Is Cognition and Action Consistent or Not: Investigating Large Language Modelโs Personality
Yiming Ai, Zhiwei He, Ziyin Zhang, Wenhong Zhu, Hongkun Hao, Kai Yu, Lingjun Chen, Rui Wang
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WavLLM: Towards Robust and Adaptive Speech Large Language Model
Shujie Hu, Long Zhou, Shujie Liu, Sanyuan Chen, Hongkun Hao, Jing Pan, Xunying Liu, Jinyu Li, Sunit Sivasankaran, Linquan Liu, Furu Wei
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Multiple-Choice Questions are Efficient and Robust LLM Evaluators
Ziyin Zhang, Lizhen Xu, Zhaokun Jiang, Hongkun Hao, Rui Wang
๐ Education
- 2022.09 - 2025.03 (expected), Master of Science in Computer Science and Engineering, Shanghai Jiao Tong University.
- 2018.09 - 2022.06, Bachelor of Engineering in Computer Science and Engineering, Shanghai Jiao Tong University.
๐ป Internship
- 2024.01 - present: ByteDance, Shanghai, China.
- 2023.04 - 2023.11: Microsoft Research Asia, Beijing, China.
- 2022.12 - 2023.01: Tencent AI Lab, Shenzhen, China.
๐ Service
- Reviewer: ACL Rolling Review (2024), ICME (2024), EMNLP (2023), NLPCC (2022, 2023, 2024), CCL (2022, 2023)
- Teaching Assistant: Internet-based Information Extraction Technologies (CS 3307 at SJTU, Fall 2022)
๐ Honors and Awards
- 2023.08: Optiver Excellent Student Scholarship
- 2022.06: Best Bachelor Thesis Award
- 2022.06: Shanghai Jiao Tong University Outstanding Graduates
- 2019, 2020, 2021: Academic Excellence Scholarship
- 2019: The first prize of Mathematics Competition of Chinese College Student
๐ฌ Invited Talks
- 2023.06: Rethinking Translation Memory Augmented Neural Machine Translation, AIS | [slide]