Qiang Zhang

Orcid: 0000-0003-1636-5269

Affiliations:

Zhejiang University, Hangzhou Innovation Center, China
University College London, Centre for Artificial Intelligence, UK (PhD)

According to our database¹, Qiang Zhang authored at least 63 papers between 2018 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

Diffusion-Based Graph Generative Methods.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., December, 2024

Contextual Representation Anchor Network to Alleviate Selection Bias in Few-Shot Drug Discovery.

[BibT_eX]

[DOI]

CoRR, 2024

InstructBioMol: Advancing Biomolecule Understanding and Design Following Human Instructions.

[BibT_eX]

[DOI]

CoRR, 2024

SciSafeEval: A Comprehensive Benchmark for Safety Alignment of Large Language Models in Scientific Tasks.

[BibT_eX]

[DOI]

CoRR, 2024

SciKnowEval: Evaluating Multi-level Scientific Knowledge of Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

Sample-Efficient Human Evaluation of Large Language Models via Maximum Discrepancy Competition.

[BibT_eX]

[DOI]

CoRR, 2024

Scientific Large Language Models: A Survey on Biological & Chemical Domains.

[BibT_eX]

[DOI]

CoRR, 2024

DePLM: Denoising Protein Language Models for Property Optimization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

MKGL: Mastery of a Three-Word Language.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

StableMask: Refining Causal Masking in Decoder-only Transformer.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Knowledge-aware Reinforced Language Models for Protein Directed Evolution.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

MedIE-Instruct: A Comprehensive Instruction Dataset for Medical Information Extraction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Knowledge Graph, 2024

Generating Multiple Choice Questions from Scientific Literature via Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Knowledge Graph, 2024

ProTeM: Unifying Protein Function Prediction via Text Matching.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024

Deeper Insights Without Updates: The Power of In-Context Learning Over Fine-Tuning.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

DET: A Dual-Encoding Transformer for Relational Graph Embedding.

[BibT_eX]

[DOI]

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

InstructProtein: Aligning Human and Protein Language via Knowledge Instruction.

[BibT_eX]

[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Enhancing Cross Text-Molecule Learning by Self-Augmentation.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Knowledge graph-enhanced molecular contrastive learning with functional prompt.

[BibT_eX]

[DOI]

Nat. Mac. Intell., May, 2023

Cross-Temporal Snapshot Alignment for Dynamic Networks.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., March, 2023

Learning Invariant Molecular Representation in Latent Discrete Space.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Newton-Cotes Graph Neural Networks: On the Time Evolution of Dynamic Systems.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Graph Sampling-based Meta-Learning for Molecular Property Prediction.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Adaptive Compositional Continual Meta-Learning.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Multi-level Protein Structure Pre-training via Prompt Learning.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

GenKIE: Robust Generative Multimodal Document Key Information Extraction.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Active Finetuning Protein Language Model: A Budget-Friendly Method for Directed Evolution.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

A Survey on Asking Clarification Questions Datasets in Conversational Systems.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Personalized, Sequential, Attentive, Metric-Aware Product Search.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2022

Discovering the Representation Bottleneck of Graph Neural Networks from Multi-order Interactions.

[BibT_eX]

[DOI]

CoRR, 2022

A Score-based Geometric Model for Molecular Dynamics Simulations.

[BibT_eX]

[DOI]

CoRR, 2022

Pre-training of Deep Protein Models with Molecular Dynamics Simulations for Drug Binding.

[BibT_eX]

[DOI]

CoRR, 2022

Knowledge-informed Molecular Learning: A Survey on Paradigm Transfer.

[BibT_eX]

[DOI]

CoRR, 2022

Unleashing the Power of Transformer for Graphs.

[BibT_eX]

[DOI]

Lingbing Guo

Qiang Zhang

Huajun Chen

CoRR, 2022

Prompt-Guided Injection of Conformation to Pre-trained Protein Model.

[BibT_eX]

[DOI]

CoRR, 2022

MLysPRED: graph-based multi-view clustering and multi-dimensional normal distribution resampling techniques to predict multiple lysine sites.

[BibT_eX]

[DOI]

Briefings Bioinform., 2022

Meta-Learning Helps Personalized Product Search.

[BibT_eX]

[DOI]

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Understanding and Improving Knowledge Graph Embedding for Entity Alignment.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

OntoProtein: Protein Pretraining With Gene Ontology Embedding.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Deep Reinforcement Learning for Entity Alignment.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

Dynamic Schema Graph Fusion Network for Multi-Domain Dialogue State Tracking.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

StepGame: A New Benchmark for Robust Multi-Hop Spatial Reasoning in Texts.

[BibT_eX]

[DOI]

Zhengxiang Shi

Qiang Zhang

Aldo Lipani

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Molecular Contrastive Learning with Chemical Element Knowledge Graph.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Multi-Relational Graph Representation Learning with Bayesian Gaussian Process Network.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Principled Representation Learning for Entity Alignment.

[BibT_eX]

[DOI]

CoRR, 2021

3D-Transformer: Molecular Representation with Transformer in 3D Space.

[BibT_eX]

[DOI]

CoRR, 2021

Learning to Detect Few-Shot-Few-Clue Misinformation.

[BibT_eX]

[DOI]

CoRR, 2021

Learning Neural Point Processes with Latent Graphs.

[BibT_eX]

[DOI]

Qiang Zhang

Aldo Lipani

Emine Yilmaz

Proceedings of the WWW '21: The Web Conference 2021, 2021

Slot Self-Attentive Dialogue State Tracking.

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

Learning Dynamic Embeddings for Temporal Knowledge Graphs.

[BibT_eX]

[DOI]

Proceedings of the WSDM '21, 2021

Variational Continual Bayesian Meta-Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Structure-Aware Random Fourier Kernel for Graphs.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Gaussian Process with Graph Convolutional Kernel for Relational Learning.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Detecting and Forecasting Misinformation via Temporal and Geometric Propagation Patterns.

[BibT_eX]

[DOI]

Qiang Zhang

Jonathan Cook

Emine Yilmaz

Proceedings of the Advances in Information Retrieval, 2021

Weakly Supervised Deep Hyperspherical Quantization for Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Towards Evaluating Veracity of Textual Statements on the Web.

[BibT_eX]

[DOI]

Qiang Zhang

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

BETA-Rec: Build, Evaluate and Tune Automated Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the RecSys 2020: Fourteenth ACM Conference on Recommender Systems, 2020

Self-Attentive Hawkes Process.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Self-Attentive Hawkes Processes.

[BibT_eX]

[DOI]

CoRR, 2019

Reply-Aided Detection of Misinformation via Bayesian Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

From Stances' Imbalance to Their HierarchicalRepresentation and Detection.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

2018

Variational Self-attention Model for Sentence Representation.

[BibT_eX]

[DOI]

Qiang Zhang

Shangsong Liang

Emine Yilmaz

CoRR, 2018

Ranking-based Method for News Stance Detection.

[BibT_eX]

[DOI]

Qiang Zhang

Emine Yilmaz

Shangsong Liang

Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Qiang Zhang

Timeline

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