Dr.
Zhao Meng

Publications

Self-Supervised Contrastive Learning with Adversarial Perturbations for Defending Word Substitution-based Attacks
Zhao Meng, Yihan Dong, Mrinmaya Sachan and Roger Wattenhofer.
Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), Seattle, July 2022.
External BibTeX
TempCaps: A Capsule Network-based Embedding Model for Temporal Knowledge Graph Completion
Guirong Fu*, Zhao Meng*, Zhen Han*, Zifeng Ding, Yunpu Ma, Matthias Schubert, Volker Tresp and Roger Wattenhofer.
Proceedings of the Sixth Workshop on Structured Prediction for NLP, May 2022.
BibTeX
3D-RETR: End-to-End Single and Multi-View 3D Reconstruction with Transformers
Zai Shi, Zhao Meng, Yiran Xing, Yunpu Ma and Roger Wattenhofer.
32nd British Machine Vision Conference (BMVC), November 2021.
BibTeX
KM-BART: Knowledge Enhanced Multimodal BART for Visual Commonsense Generation
Yiran Xing, Zai Shi, Zhao Meng, Gerhard Lakemeyer and Yunpu Ma and Roger Wattenhofer.
59th Annual Meeting of the Association for Computational Linguistics (ACL), Online, August 2021.
External BibTeX
Towards Robust Graph Contrastive Learning
Nikola Jovanovic, Zhao Meng, Lukas Faber and Roger Wattenhofer.
Workshop on Self-Supervised Learning for the Web (SSL@WWW 2021), Online, April 2021.
BibTeX
A Geometry-Inspired Attack for Generating Natural Language Adversarial Examples
Zhao Meng and Roger Wattenhofer.
28th International Conference on Computational Linguistics (COLING), Barcelona, Spain, December 2020.
BibTeX
Towards Neural Speaker Modeling in Multi-Party Conversation: The Task, Dataset, and Models
Zhao Meng, Lili Mou and Zhi Jin.
11th International Conference on Language Resources and Evaluation (LREC), Miyazaki, Japan, May 2018.
BibTeX
Hierarchical RNN with Static Sentence-Level Attention for Text-Based Speaker Change Detection
Zhao Meng, Lili Mou and Zhi Jin.
26th ACM International Conference on Information and Knowledge Management (CIKM), Singapore, November 2017.
BibTeX
How Transferable are Neural Networks in NLP Applications?
Lili Mou, Zhao Meng, Rui Yan, Ge Li, Yan Xu, Lu Zhang and Zhi Jin.
The 2016 Conference on Empirical Methods in Natural Language Processing (EMNLP), Austin, Texas, November 2016.
BibTeX

Theses & Labs

	Title	Type	Contact/Supervisor	Assigned
Past Theses & Labs
	Large Language Model Augmented Contrastive Sentence Representation Learning	B	Zhao Meng	FS 23
	Evaluating the Robustness of Large Language Models against Adversarial Attacks [confidential]	M	Zhao Meng	FS 23
	Text-based Model on Voting Advice Application	S	Zhao Meng	FS 23
	Contrastive Learning using SPECTRE for Generating Graph Augmentations	S	Karolis Martinkus, Zhao Meng	HS 22
	Towards Multi-Hop Open-Domain Question Answering by Dense Retrieval	B	Zhao Meng	HS 22
	Analysis of Protests in Nigeria using Social Media Data	M	Zhao Meng	FS 22
	Improving Multi-hop Retrieval with QA Generation [confidential]	M	Zhao Meng	FS 22
	Deep Neural Network-based Voting Assistant	B	Zhao Meng	HS 21
	Automated Formulaic Alpha Generation for Quantitative Investing using Evolutionary Algorithms	B	Zhao Meng	HS 21
	Contrastive Learning for Programming Languages	B	Zhao Meng	HS 21
	Hierarchical Reinforcement Learning for Algorithmic Trading	S	Zhao Meng	HS 21
	Using Affordances to Understand Fan-Idol Interaction on Social Media [confidential]	S	Ye Wang, Zhao Meng	HS 21
	Can Computer Understand Chinese Internet Slang?	S	Ye Wang, Zhao Meng	HS 21
	Self-Supervised Contrastive Learning with Adversarial Perturbations for Robust Pretrained Language Models	M	Zhao Meng	FS 21
	RMCL : A Robust Multimodal Contrastive Learning Framework [confidential]	M	Zhao Meng	FS 21
	KM-BART: Knowledge Enhanced Multimodal BART for Visual Commonsense Generation [confidential]	M	Zhao Meng	FS 21
	BERT is Robust! A Case Against Synonym-Based Adversarial Examples in Text Classification	M	Zhao Meng, Damian Pascual	FS 21
	Towards Robust Graph Contrastive Learning [confidential]	S	Lukas Faber, Zhao Meng	HS 20
	DyR-MLP: a Dynamic Routing MLP Model for Temporal Knowledge Graph [confidential]	M	Zhao Meng	HS 20
	Deep Learning for Text Attribute Transfer on Auto Encoder Models	B	Zhao Meng, Damian Pascual	HS 20
	Event-centric Forecasting on Temporal Knowledge Graph with Transformer	S	Zhao Meng	HS 20
	Emoji for Natural Language Processing	M	Ye Wang, Zhao Meng	HS 20
	How Faithful Are Current Vision Language Navigation Models: A Study on R2R and R4R Datasets	S	Zhao Meng	FS 20

Dr. Zhao Meng

Publications

Theses & Labs

Past Theses & Labs

Dr.
Zhao Meng