Deng, Xiang
- Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
2025/07/07 by Gheorghe Comanici, Comanici, Gheorghe, Eric Bieber +6844 · 8 voices · 1358 citations
#cs.CL #cs.AI
- Mind2Web: Towards a Generalist Agent for the Web
2023/06/09 by Xiang Deng, 裕二 池谷, Deng, Xiang +13 · 208 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #AI in Service Interactions
- AgentBench: Evaluating LLMs as Agents
2023/08/07 by Xiao Liu, Hao Yu, Liu, Xiao +41 · 137 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- Towards Understanding Chain-of-Thought Prompting: An Empirical Study of What Matters
2022/12/20 by Wang, Boshi, Min, Sewon, Deng, Xiang +4 · 22 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- LION : Empowering Multimodal Large Language Model with Dual-Level Visual Knowledge
2023/11/20 by Gongwei Chen, Leyang Shen, Chen, Gongwei +7 · 19 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Exploring Chain-of-Thought Style Prompting for Text-to-SQL
2023/05/23 by Tai, Chang-You, Chen, Ziru, Zhang, Tianshu +2 · 14 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- SWE-Bench Pro: Can AI Agents Solve Long-Horizon Software Engineering Tasks?
2025/09/21 by Xiang Deng, Jeff Da, Deng, Xiang +33 · 21 citations
Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Software Engineering (cs.SE)
- Dual-View Visual Contextualization for Web Navigation
2024/02/06 by Jihyung Kil, Chan Hee Song, Kil, Jihyung +9 · 7 citations
Computer Science · Social Sciences · #Video Analysis and Summarization #Geographic Information Systems Studies #Web Data Mining and Analysis
- Iteratively Prompt Pre-trained Language Models for Chain of Thought
2022/03/16 by Boshi Wang, Wang, Boshi, Xiang Deng +3 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments
2022/12/19 by Gu, Yu, Deng, Xiang, Su, Yu · 4 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7
- DOM-LM: Learning Generalizable Representations for HTML Documents
2022/01/25 by Deng, Xiang, Shiralkar, Prashant, Lockard, Colin +2 · 3 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- 3D-AffordanceLLM: Harnessing Large Language Models for Open-Vocabulary Affordance Detection in 3D Worlds
2025/02/27 by Hengshuo Chu, Chu, Hengshuo, Xiang Deng +11 · 7 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Robotics (cs.RO) #Text Readability and Simplification #Topic Modeling
- SHADE-Arena: Evaluating Sabotage and Monitoring in LLM Agents
2025/06/17 by Kutasov, Jonathan, Sun, Yuqi, Colognese, Paul +9 · 11 citations
Computer Science · Medicine · #Multimodal Machine Learning Applications #Artificial Intelligence in Healthcare and Education #Explainable Artificial Intelligence (XAI)
- Long-Range ZZ Interaction via Resonator-Induced Phase in Superconducting Qubits
2024/08/29 by Deng, Xiang, Zheng, Wen, Liao, Xudong +8 · 4 citations
#FOS: Physical sciences #Quantum Physics (quant-ph)
- Spatial-Temporal Graph Diffusion Policy with Kinematic Modeling for Bimanual Robotic Manipulation
2025/03/13 by Lv, Qi, Li, Hao, Deng, Xiang +6 · 7 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Robotics (cs.RO)
- F1: A Vision-Language-Action Model Bridging Understanding and Generation to Actions
2025/09/08 by Qi Lv, Weijie Kong, Lv, Qi +16 · 12 citations
Computer Science · Psychology · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Social Robot Interaction and HRI
- What do LLMs Know about Financial Markets? A Case Study on Reddit Market Sentiment Analysis
2022/12/21 by Deng, Xiang, Bashlovkina, Vasilisa, Han, Feng +2 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- Agent-RLVR: Training Software Engineering Agents via Guidance and Environment Rewards
2025/06/13 by Jeff Da, Da, Jeff, C. Wang +9 · 9 citations
Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
- UAV-ON: A Benchmark for Open-World Object Goal Navigation with Aerial Agents
2025/08/01 by Jianqiang Xiao, Xiao, Jianqiang, Yuexuan Sun +13 · 8 citations
#cs.RO #cs.CV
- WebGuard: Building a Generalizable Guardrail for Web Agents
2025/07/18 by Zheng, Boyuan, Liao, Zeyi, Salisbury, Scott +8 · 6 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Graph-Free Knowledge Distillation for Graph Neural Networks
2021/05/16 by Xiang Deng, Zhongfei Zhang, Deng, Xiang +1 · 1 citation
Computer Science · Neuroscience · #Advanced Neural Network Applications #Advanced Graph Neural Networks #Brain Tumor Detection and Classification
- ReasonBERT: Pre-trained to Reason with Distant Supervision
2021/09/10 by Deng, Xiang, Su, Yu, Lees, Alyssa +3 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- STAR: Learning Diverse Robot Skill Abstractions through Rotation-Augmented Vector Quantization
2025/06/04 by Li, Hao, Lv, Qi, Shao, Rui +4 · 4 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
- Efficient Implementation of a Single-Qutrit Gate Set via Coherent Control
2025/07/09 by Yu, Xiang-Min, Deng, Xiang, Zheng, Wen +15 · 2 citations
#FOS: Physical sciences #Quantum Physics (quant-ph)
- GMTalker: Gaussian Mixture-based Audio-Driven Emotional Talking Video Portraits
2023/12/12 by Xia, Yibo, Wang, Lizhen, Deng, Xiang +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- A 44-minute periodic radio transient in a supernova remnant
2024/11/24 by Di Li, Mao Yuan, Li, Di +93 · 1 voice · 1 citation
#astro-ph.HE
- Hardware Neural Control of CartPole and F1TENTH Race Car
2024/07/11 by Marcin Paluch, Florian Bolli, Paluch, Marcin +9 · 1 citation
Chemical Engineering · Engineering · #Advanced Combustion Engine Technologies #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Real-time simulation and control systems #Robotics (cs.RO) #Systems and Control (eess.SY) #Vehicle Dynamics and Control Systems #electronic engineering #information engineering
- Stereo-Talker: Audio-driven 3D Human Synthesis with Prior-Guided Mixture-of-Experts
2024/10/31 by Deng, Xiang, Pang, Youxin, Zhao, Xiaochen +6 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Imitation Learning for Multi-turn LM Agents via On-policy Expert Corrections
2025/12/16 by Lauffer, Niklas, Deng, Xiang, Kundurthy, Srivatsa +2 · 1 citation
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Software Engineering Research
- Few-Shot Vision-Language Action-Incremental Policy Learning
2025/04/22 by Mingchen Song, Xiang Deng, Song, Mingchen +13 · 1 citation
Computer Science · Health Professions · #FOS: Computer and information sciences #Interpreting and Communication in Healthcare #Machine Learning (cs.LG) #Natural Language Processing Techniques #Robotics (cs.RO)