Yawen Zeng
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Hello, thanks for stopping by! I am a casual player focusing on Large Vision Language Models, General Agents, and Multi-Modal Applications. Due to my adventures in studying, interning, and working, I have collaborated with various institutions, including Hunan University, South China University of Technology, Tencent, and ByteDance, etc. I have had the privilege of publishing my research in esteemed academic conferences such as CVPR, AAAI, KDD, SIGIR, ICLR, TNNLS, and TMM.
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 |
Conference Reviewer for CVPR, ICCV, ECCV, ACL, EMNLP, KDD, WWW, NeurIPS, AAAI. |
Journal Reviewer for TPAMI, TNNLS, TMM, TKDE, TKDD, TOMM. |