Yawen Zeng
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Biography
I am a Algorithm Engineer at ByteDance AI Lab. I obtained my M.S. from the College of Computer Science and Electronic Engineering at Hunan University in 2022. Prior to this, I gained valuable experience working with Tencent WeChat. My research interests are focused on Large Vision Language Models, General Agent, and Multi-Modal Applications. I have had the privilege of publishing my work in esteemed academic conferences such as CVPR, AAAI, SIGIR, ACM MM, EMNLP, TNNLS, and TMM.
News
- (2024-06) Two papers will appear in ACL 2024 and KDD 2024 workshops.
- (2024-01) One paper is accecpted by WWW 2024.
- (2024-01) One paper is accecpted by ICLR 2024.
- (2023-12) Our work is accecpted by AAAI 2024.
- (2023-08) Our work is accecpted by TMM 2023.
- (2023-04) Our work is accecpted by SIGIR 2023.
- (2023-02) I am awarded Excellent New Employee in ByteDance AI Lab.
- (2022-11) Our work is accecpted by AAAI 2023.
more news
- (2022-10) Our work is accecpted by EMNLP 2022 as an Oral paper.
- (2022-04) Two papers are accecpted by ICMR 2022 as Oral papers.
- (2022-04) Our work is accecpted by TNNLS 2022.
- (2022-04) Our work is accecpted by SIGIR 2022.
- (2021-07) One paper is accecpted by ACM MM 2021 as an Oral paper.
- (2021-03) Our work is accecpted by CVPR 2021.
- (2020-10) I am awarded National Scholarship for Postgraduate.
- (2020-07) Two papers are accecpted by ACM MM 2020, one of which is an Oral paper.
Selected Publications
| VideoCoT: A Video Chain-of-Thought Dataset with Active Annotation Tool |
| Yan Wang, Yawen Zeng☨, Jingsheng Zheng, Xiaofen Xing, Jin Xu, Xiangmin Xu |
| ACL, 2024 (workshop) |
| HindRec: Aligning User Preferences for Recommendation via Hindsight Fine-tuning |
| Yawen Zeng*, Huanwen Wang*, Lingyu Chen, Wenshu Chen, Ran Chen, Hao Chen |
| KDD, 2024 (workshop) |
| RetrievalMMT: Retrieval-Constrained Multi-Modal Prompt Learning for Multi-Modal Machine Translation |
| Yan Wang*, Yawen Zeng*, Junjie Liang, Xiaofen Xing, Jin Xu, Xiangmin Xu |
| ICMR, 2024 |
| FinReport: Explainable Stock Earnings Forecasting via News Factor Analyzing Model |
| Xiangyu Li, Xinjie Shen, Yawen Zeng, Xiaofen Xing, Jin Xu |
| WWW, 2024 |
| Energy-based Automated Model Evaluation |
| Ru Peng, Heming Zou, Haobo Wang, Yawen Zeng, Zenan Huang, Junbo Zhao |
| ICLR, 2024 |
| Multi-Prompts Learning with Cross-Modal Alignment for Attribute-based Person Re-Identification |
| Yajing Zhai*, Yawen Zeng*, Zhiyong Huang, Zheng Qin, Xin Jin, Da Cao |
| AAAI, 2024 |
| Temporally Language Grounding with Multi-modal Multi-Prompt Tuning |
| Yawen Zeng, Ning Han, Keyu Pan, Qin Jin |
| TMM, 2023 |
| Do LLMs Possess a Personality? Making the MBTI Test an Amazing Evaluation for Large Language Models |
| Keyu Pan, Yawen Zeng |
| arXiv preprint, 2023 |
| RewardTLG: Learning to Temporally Language Grounding from Flexible Reward |
| Yawen Zeng, Keyu Pan, Ning Han |
| SIGIR, 2023 |
| Multi-Modal Knowledge Hypergraph for Diverse Image Retrieval |
| Yawen Zeng, Qin Jin, Tengfei Bao, Wenfeng Li |
| AAAI, 2023 |
| Contrastive Topic-enhanced Network for Video Captioning |
| Yawen Zeng, Yiru Wang, Dongliang Liao, Gongfu Li, Jin Xu, Bo Liu, Xiangmin Xu, Hong Man |
| ESWA, 2023 |
| BiC-Net: Learning Efficient Spatio-Temporal Relation for Text-Video Retrieval |
| Ning Han, Yawen Zeng, Chuhao Shi, Guangyi Xiao, Hao Chen, Jingjing Chen |
| TOMM, 2023 |
| Better Sign Language Translation with Monolingual Data |
| Ru Peng, Yawen Zeng, Junbo Zhao |
| arXiv preprint, 2023 |
| Keyword-Based Diverse Image Retrieval with Variational Multiple Instance Graph |
| Yawen Zeng, Yiru Wang, Dongliang Liao, Gongfu Li, Weijie Huang, Jin Xu, Da Cao, Hong Man |
| TNNLS, 2022 |
| Point Prompt Tuning for Temporally Language Grounding |
| Yawen Zeng |
| SIGIR, 2022 |
| Distill the Image to Nowhere: Inversion Knowledge Distillation for Multimodal Machine Translation |
| Ru Peng*, Yawen Zeng*, Junbo Zhao |
| EMNLP, 2022 |
| HybridVocab: Towards Multi-Modal Machine Translation via Multi-Aspect Alignment |
| Ru Peng*, Yawen Zeng*, Junbo Zhao |
| ICMR, 2022 |
| TriReID: Towards Multi-Modal Person Re-Identification via Descriptive Fusion Model |
| Yajing Zhai*, Yawen Zeng*, Da Cao, Shaofei Lu |
| ICMR, 2022 |
| Fine-grained cross-modal alignment network for text-video retrieval |
| Ning Han, Jingjing Chen, Guangyi Xiao, Hao Zhang, Yawen Zeng, Hao Chen |
| ACM MM, 2021 |
| Moment is Important: Language-Based Video Moment Retrieval via Adversarial Learning |
| Yawen Zeng, Da Cao, Hanling Zhang, Jiao Xu, Zheng Qin |
| TOMM, 2021 |
| Multi-Modal Relational Graph for Cross-Modal Video Moment Retrieval |
| Yawen Zeng, Da Cao, Xiaochi Wei, Meng Liu, Zhou Zhao, Zheng Qin |
| CVPR, 2021 |
| Adversarial Video Moment Retrieval by Jointly Modeling Ranking and Localization |
| Da Cao, Yawen Zeng, Xiaochi Wei, Liqiang Nie, Richang Hong, Zheng Qin |
| ACM MM, 2020 |
| STRONG: Spatio-Temporal Reinforcement Learning for Cross-Modal Video Moment Localizationn |
| Da Cao, Yawen Zeng, Meng Liu, Xiangnan He, Meng Wang, Zheng Qin |
| ACM MM, 2020 |
Research Experience
| 2022.07 - till now | AI Lab, ByteDance Algorithm Engineer Mentored by Hang Li, Tengfei Bao, Feng Zhang |
| 2020.10 - 2022.06 | WeChat, Tencent Research Intern Mentored by Jin Xu |
| 2018.11 - 2022.06 | College of Computer Science and Electronic Engineering, Hunan University Master Student Supervised by Da Cao |
Academic Service
| Program Committee Member for EMNLP. |
| Conference Reviewer for CVPR, ICCV, ECCV, ACL, EMNLP, AAAI, ACM MM. |