Chongyang Gao

Chongyang Gao

Chongyanggao2026@u.northwestern.edu

Chongyang Gao

I am a Ph.D. student at Northwestern University supervised by Prof. V.S. Subrahmanian. I received my Bachelor’s degree from Tianjin University and master’s degree from Dartmouth College, supervised by Prof. Soroush Vosoughi. I was a visiting student at NTU supervised by Prof. Jianfei Cai. I am interested in computer vision, NLP, V-L Tasks, and multimodal data processing.

Publications

  • “GEM: Generating Engaging Multimodal Content”, Chongyang Gao, Yiren Jian, Natalia Denisenko, Soroush Vosoughi, VS Subrahmanian. IJCAI 2024.
  • “FakeDB: Generating Fake Synthetic Databases”, Chongyang Gao, Sushil Jajodia, Andrea Pugliese, VS Subrahmanian. IEEE Transactions on Dependable and Secure Computing.
  • “Bootstrapping Vision-Language Learning with Decoupled Language Pre-training”, Yiren Jian, Chongyang Gao, Soroush Vosoughi. NeurIPS 2023 \(\color{red}{Spotlight}\).
  • “Non-Linguistic Supervision for Contrastive Learning of Sentence Embeddings”, Yiren Jian*, Chongyang Gao*, Soroush Vosoughi. NeurIPS 2022.
  • “Embedding Hallucination for Few-Shot Language Fine-tuning”, Yiren Jian*, Chongyang Gao*, Soroush Vosoughi. NAACL 2022.
  • “Contrastive Learning for Prompt-Based Few-Shot Language Learners”, Yiren Jian, Chongyang Gao, Soroush Vosoughi. NAACL 2022.
  • “Non-Parallel Text Style Transfer with Self-Parallel Supervision”, Ruibo Liu, Chongyang Gao, Chenyan Jia, Guangxuan Xu, Soroush Vosoughi. ICLR 2022.
  • “Knowledge Infused Decoding”, Ruibo Liu, Guoqing Zheng, Shashank Gupta, Radhika Gaonkar, Chongyang Gao, Soroush Vosoughi, Milad Shokouhi, Ahmed Hassan Awadallah. ICLR 2022.
  • “MetaPix: Domain transfer for semantic segmentation by meta pixel weighting”, Yiren Jian*, Chongyang Gao*. Image and Vision Computing 2021.
  • “Auto-Parsing Network for Image Captioning and Visual Question Answering”, Xu Yang*, Chongyang Gao*, Hanwang Zhang, and Jianfei Cai. Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2021.
  • “Embedding heterogeneous networks into hyperbolic space without meta-path”, Wang, Lili, Chongyang Gao, Chenghan Huang, Ruibo Liu, Weicheng Ma, and Soroush Vosoughi. In Proceedings of the AAAI conference on artificial intelligence 2021.
  • “Hierarchical Scene Graph Encoder-Decoder for Image Paragraph Captioning”, Xu Yang*, Chongyang Gao*, Hanwang Zhang, Jianfei Cai, Proceedings of the 28th ACM International Conference on Multimedia 2020.
  • “An Empirical Survey of Unsupervised Text Representation Methods on Twitter Data”, Lili Wang, Chongyang Gao, Jason Wei, Weicheng Ma, Ruibo Liu, Soroush Vosoughi. Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020).
  • “Sequence in sequence for video captioning”, Huiyun Wang, Chongyang Gao, Yahong Han, Pattern Recognition Letters 2020.

Services

Reviewer for NeurIPS, ICML, ICLR, AAAI, IJCAI, ACL, EMNLP, CVPR, ECCV, ACM MM, WACV, CoLM, CoNLL, IJCV, IEEE TCSVT, IEEE Multimedia.