Sotabase

Career

· PhD Student, Data Mining Group @ UIUC2017–
· Research Intern, Google2017–
· Member, Knowledge Engineering Group (KEG) of Tsinghua University2017–
· Ph.D. Student, Data Mining Group, University of Illinois at Urbana-Champaign2017–

Publications (37)

CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer
International Conference on Learning Representations · 2024
1,388
cited
ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools
arXiv.org · 2024
1,248
cited
Learning Named Entity Tagger using Domain-Specific Dictionary
Conference on Empirical Methods in Natural Language Processing · 2018
226
cited
CogVLM2: Visual Language Models for Image and Video Understanding
arXiv.org · 2024
200
cited
Benchmarking Complex Instruction-Following with Multiple Constraints Composition
Neural Information Processing Systems · 2024
104
cited
GLM-4.5V and GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning
2025
93
cited
VisionReward: Fine-Grained Multi-Dimensional Human Preference Learning for Image and Video Generation
arXiv.org · 2024
81
cited
Generating Representative Headlines for News Stories
The Web Conference · 2020
74
cited
CogView3: Finer and Faster Text-to-Image Generation via Relay Diffusion
European Conference on Computer Vision · 2024
69
cited
VisualAgentBench: Towards Large Multimodal Models as Visual Foundation Agents
arXiv.org · 2024
69
cited
Learning Dynamic Context Augmentation for Global Entity Linking
Conference on Empirical Methods in Natural Language Processing · 2019
68
cited
Learning Collaborative Agents with Rule Guidance for Knowledge Graph Reasoning
Conference on Empirical Methods in Natural Language Processing · 2020
58
cited
End-to-End Reinforcement Learning for Automatic Taxonomy Induction
Annual Meeting of the Association for Computational Linguistics · 2018
54
cited
UCPhrase: Unsupervised Context-aware Quality Phrase Tagging
Knowledge Discovery and Data Mining · 2021
38
cited
MotionBench: Benchmarking and Improving Fine-Grained Video Motion Understanding for Vision Language Models
Computer Vision and Pattern Recognition · 2025
27
cited
Experimental quantum Byzantine agreement on a three-user quantum network with integrated photonics
Science Advances · 2024
24
cited
NaturalCodeBench: Examining Coding Performance Mismatch on HumanEval and Natural User Prompts
arXiv.org · 2024
23
cited
Improving Distantly-supervised Entity Typing with Compact Latent Space Clustering
North American Chapter of the Association for Computational Linguistics · 2019
22
cited
Concat-ID: Towards Universal Identity-Preserving Video Synthesis
arXiv.org · 2025
18
cited
LogicGame: Benchmarking Rule-Based Reasoning Abilities of Large Language Models
Annual Meeting of the Association for Computational Linguistics · 2024
13
cited
Sotabase
Xiaotao Gu | Researcher Profile | Sotabase | Sotabase