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Furong Huang

  1. Cold Diffusion: Inverting Arbitrary Image Transforms Without Noise
    2022/08/19 by Arpit Bansal, Bansal, Arpit, Eitan Borgnia +16 · 6 voices · 33 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis
  2. Escaping From Saddle Points --- Online Stochastic Gradient for Tensor Decomposition
    2015/03/06 by Rong Ge, Furong Huang, Ge, Rong +5 · 141 citations
    Mathematics · Engineering · Computer Science · #Tensor decomposition and applications #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
  3. TraceVLA: Visual Trace Prompting Enhances Spatial-Temporal Awareness for Generalist Robotic Policies
    2024/12/13 by Ruijie Zheng, Zheng, Ruijie, Yongyuan Liang +13 · 95 citations
    Engineering · Computer Science · #Robot Manipulation and Learning #Reinforcement Learning in Robotics
  4. AutoDAN: Interpretable Gradient-Based Adversarial Attacks on Large Language Models
    2023/10/23 by Sicheng Zhu, Zhu, Sicheng, Ruiyi Zhang +15 · 29 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  5. MaxMin-RLHF: Alignment with Diverse Human Preferences
    2024/02/14 by Souradip Chakraborty, Jiahao Qiu, Chakraborty, Souradip +13 · 31 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  6. SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
    2025/04/10 by Xiyao Wang, Wang, Xiyao, Zhengyuan Yang +15 · 45 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning and Data Classification #Multimodal Machine Learning Applications
  7. Enhancing Visual-Language Modality Alignment in Large Vision Language Models via Self-Improvement
    2024/05/24 by Xiyao Wang, Jiuhai Chen, Wang, Xiyao +19 · 21 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  8. Large Language Models and Causal Inference in Collaboration: A Survey
    2024/03/14 by Xiaoyu Liu, Paiheng Xu, Liu, Xiaoyu +23 · 15 citations
    Computer Science · #Topic Modeling
  9. On the Possibilities of AI-Generated Text Detection
    2023/04/10 by Souradip Chakraborty, Chakraborty, Souradip, Amrit Singh Bedi +9 · 13 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  10. Who Is the Strongest Enemy? Towards Optimal and Efficient Evasion Attacks in Deep RL
    2021/06/09 by Yanchao Sun, Sun, Yanchao, Ruijie Zheng +5 · 8 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Reinforcement Learning in Robotics #Advanced Malware Detection Techniques
  11. Where do Models go Wrong? Parameter-Space Saliency Maps for\n Explainability
    2021/08/03 by Roman Levin, R. V. Levin, Levin, Roman +10 · 1 voice · 1 citation
    Computer Science · #Explainable Artificial Intelligence (XAI) #Adversarial Robustness in Machine Learning #Machine Learning in Healthcare
  12. TACO: Temporal Latent Action-Driven Contrastive Loss for Visual Reinforcement Learning
    2023/06/22 by Ruijie Zheng, Xiyao Wang, Zheng, Ruijie +13 · 8 citations
    Computer Science · #Reinforcement Learning in Robotics
  13. Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences
    2024/01/19 by Xiyao Wang, Wang, Xiyao, Yuhang Zhou +21 · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  14. Can You Learn an Algorithm? Generalizing from Easy to Hard Problems with Recurrent Networks
    2021/06/08 by Avi Schwarzschild, Schwarzschild, Avi, Eitan Borgnia +11 · 5 citations
    Computer Science · #Advanced Neural Network Applications #Machine Learning and Data Classification #Explainable Artificial Intelligence (XAI)
  15. Understanding Generalization through Visualizations
    2019/06/07 by Wei Huang, Huang, W. Ronny, Zeyad Emam +11 · 7 citations
    Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE) #Stochastic Gradient Optimization Techniques
  16. Transfer Q Star: Principled Decoding for LLM Alignment
    2024/05/30 by Souradip Chakraborty, Soumya Suvra Ghosal, Chakraborty, Souradip +11 · 1 voice · 9 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #cs.CL #cs.LG
  17. FLARE: Robot Learning with Implicit World Modeling
    2025/05/21 by Ruijie Zheng, Jing Wang, Zheng, Ruijie +39 · 19 citations
    Computer Science · #Reinforcement Learning in Robotics
  18. Efficient Adversarial Training without Attacking: Worst-Case-Aware Robust Reinforcement Learning
    2022/10/12 by Yongyuan Liang, Liang, Yongyuan, Yanchao Sun +5 · 5 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Bacillus and Francisella bacterial research #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  19. Learning Deep ResNet Blocks Sequentially using Boosting Theory
    2017/06/15 by Furong Huang, Huang, Furong, Jordan T. Ash +5 · 6 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Stochastic Gradient Optimization Techniques
  20. Political-LLM: Large Language Models in Political Science
    2024/12/09 by Lincan Li, Jiaqi Li, Li, Lincan +89 · 12 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences
  21. Automatic Pseudo-Harmful Prompt Generation for Evaluating False Refusals in Large Language Models
    2024/09/01 by Bang An, Sicheng Zhu, An, Bang +9 · 1 voice · 7 citations
    Computer Science · #Computation and Language (cs.CL) #Computers and Society (cs.CY) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.CR #cs.CY #cs.LG
  22. Can Watermarking Large Language Models Prevent Copyrighted Text Generation and Hide Training Data?
    2024/07/24 by Michael-Andrei Panaitescu-Liess, Panaitescu-Liess, Michael-Andrei, Zora Che +15 · 2 voices · 5 citations
    #cs.LG
  23. Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models
    2024/02/05 by Yuancheng Xu, Xu, Yuancheng, Jiarui Yao +13 · 6 citations
    Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Blockchain Technology Applications and Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Misinformation and Its Impacts
  24. Zebra-CoT: A Dataset for Interleaved Vision Language Reasoning
    2025/07/22 by Ang Li, Li, Ang, Charles Wang +23 · 1 voice · 14 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #cs.CL #cs.CV #cs.LG
  25. Easy2Hard-Bench: Standardized Difficulty Labels for Profiling LLM Performance and Generalization
    2024/09/27 by Mucong Ding, Chenghao Deng, Ding, Mucong +18 · 8 citations
    Computer Science · #Natural Language Processing Techniques
  26. Model Tampering Attacks Enable More Rigorous Evaluations of LLM Capabilities
    2025/02/03 by Zora Che, Stephen Casper, Che, Zora +27 · 11 citations
    Computer Science · #Security and Verification in Computing #Advanced Malware Detection Techniques #Network Security and Intrusion Detection
  27. SMART: Self-supervised Multi-task pretrAining with contRol Transformers
    2023/01/24 by Yanchao Sun, Sun, Yanchao, Shuang Ma +9 · 4 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
  28. Towards Self-Improvement of LLMs via MCTS: Leveraging Stepwise Knowledge with Curriculum Preference Learning
    2024/10/09 by Xiyao Wang, Wang, Xiyao, Ye Tian +12 · 6 citations
    Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  29. On the Trustworthiness of Generative Foundation Models: Guideline, Assessment, and Perspective
    2025/02/20 by Y. Huang, Chujie Gao, Huang, Yue +128 · 10 citations
    Computer Science · Engineering · #Computers and Society (cs.CY) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Slime Mold and Myxomycetes Research
  30. SAIL: Self-Improving Efficient Online Alignment of Large Language Models
    2024/06/21 by Mucong Ding, Ding, Mucong, Souradip Chakraborty +13 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  31. Exploring and Exploiting Decision Boundary Dynamics for Adversarial Robustness
    2023/02/06 by Yuancheng Xu, Yanchao Sun, Xu, Yuancheng +7 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG)
  32. Does Thinking More always Help? Mirage of Test-Time Scaling in Reasoning Models
    2025/06/04 by Soumya Suvra Ghosal, Ghosal, Soumya Suvra, Chakraborty, Souradip +14 · 13 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Mobile Crowdsensing and Crowdsourcing
  33. ViCrit: A Verifiable Reinforcement Learning Proxy Task for Visual Perception in VLMs
    2025/06/11 by Xiyao Wang, Wang, Xiyao, Zhengyuan Yang +22 · 11 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  34. Why Are Web AI Agents More Vulnerable Than Standalone LLMs? A Security Analysis
    2025/02/27 by Jonathan Chiang, Seungjae Lee, Chiang, Jeffrey Yang Fan +7 · 7 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Spam and Phishing Detection #Web Application Security Vulnerabilities
  35. Boosting Sample Efficiency and Generalization in Multi-agent Reinforcement Learning via Equivariance
    2024/10/03 by Joshua S. McClellan, Naveed Haghani, McClellan, Joshua +7 · 5 citations
    Computer Science · #Reinforcement Learning in Robotics
  36. Adversarial Attacks on Large Language Models in Medicine
    2024/06/18 by Yifan Yang, Qiao Jin, Yang, Yifan +5 · 3 citations
    Medicine · Computer Science · #Artificial Intelligence in Healthcare and Education #Machine Learning in Healthcare #COVID-19 diagnosis using AI
  37. VQ-GNN: A Universal Framework to Scale up Graph Neural Networks using Vector Quantization
    2021/10/27 by Mucong Ding, Kezhi Kong, Ding, Mucong +11 · 2 citations
    Computer Science · Neuroscience · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  38. Understanding Generalization in Deep Learning via Tensor Methods
    2020/01/14 by Jingling Li, Yanchao Sun, Li, Jingling +7 · 4 citations
    Computer Science · Mathematics · Physics and Astronomy · #Computational Physics and Python Applications #FOS: Computer and information sciences #I.2.2 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Tensor decomposition and applications
  39. Is Model Ensemble Necessary? Model-based RL via a Single Model with Lipschitz Regularized Value Function
    2023/02/02 by Ruijie Zheng, Xiyao Wang, Zheng, Ruijie +5 · 2 citations
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Reinforcement Learning in Robotics #Smart Grid Security and Resilience
  40. Online Tensor Methods for Learning Latent Variable Models
    2013/09/03 by Furong Huang, U. N. Niranjan, Huang, Furong +5 · 1 citation
    Computer Science · Mathematics · Medicine · #Advanced Neuroimaging Techniques and Applications #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #Social and Information Networks (cs.SI) #Tensor decomposition and applications #Topic Modeling #and Cluster Computing (cs.DC)
  41. Reviving Shift Equivariance in Vision Transformers
    2023/06/13 by Peijian Ding, Davit Soselia, Ding, Peijian +7 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  42. Rethinking Adversarial Policies: A Generalized Attack Formulation and Provable Defense in RL
    2023/05/27 by Xiangyu Liu, Souradip Chakraborty, Liu, Xiangyu +5 · 2 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information and Cyber Security #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Smart Grid Security and Resilience
  43. Increased or decreased? Interpersonal neural synchronization in group creation
    2022/07/14 by Zheng Liang, Songqing Li, Siyuan Zhou +8 · 2 citations
    Psychology · Neuroscience · #Creativity in Education and Neuroscience #Action Observation and Synchronization #Olfactory and Sensory Function Studies
  44. An end-to-end Differentially Private Latent Dirichlet Allocation Using a Spectral Algorithm
    2018/05/25 by Christopher DeCarolis, Mukul Ram, DeCarolis, Christopher +7 · 1 citation
    Computer Science · #Privacy-Preserving Technologies in Data #Cryptography and Data Security #Stochastic Gradient Optimization Techniques
  45. Scaling Inference-Time Search with Vision Value Model for Improved Visual Comprehension
    2024/12/04 by Xiyao Wang, Zhengyuan Yang, Wang, Xiyao +13 · 4 citations
    Computer Science · Psychology · #Color perception and design #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Visual Attention and Saliency Detection
  46. DP-InstaHide: Provably Defusing Poisoning and Backdoor Attacks with Differentially Private Data Augmentations
    2021/03/02 by Eitan Borgnia, Jonas Geiping, Borgnia, Eitan +15 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  47. ACE : Off-Policy Actor-Critic with Causality-Aware Entropy Regularization
    2024/02/22 by Tianying Ji, Ji, Tianying, Yongyuan Liang +17 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Formal Methods in Verification #I.2 #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Software System Performance and Reliability
  48. LLaVA-Critic-R1: Your Critic Model is Secretly a Strong Policy Model
    2025/08/31 by Xiyao Wang, Wang, Xiyao, Chunyuan Li +10 · 9 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Topic Modeling
  49. Practical and Fast Momentum-Based Power Methods
    2021/08/20 by Tahseen Rabbani, Rabbani, Tahseen, Apollo Jain +5 · 1 citation
    Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Matrix Theory and Algorithms #Numerical Analysis (math.NA) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
  50. HashEvict: A Pre-Attention KV Cache Eviction Strategy using Locality-Sensitive Hashing
    2024/12/13 by Minghui Liu, Tahseen Rabbani, Liu, Minghui +12 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Performance (cs.PF) #Spam and Phishing Detection
  51. Ensuring Safety and Trust: Analyzing the Risks of Large Language Models in Medicine
    2024/11/20 by Yifan Yang, Qiao Jin, Yang, Yifan +32 · 3 citations
    Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences
  52. Transferring Fairness under Distribution Shifts via Fair Consistency Regularization
    2022/06/26 by Bang An, Zora Che, An, Bang +5 · 1 citation
    Computer Science · Social Sciences · #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Retirement, Disability, and Employment
  53. FACT or Fiction: Can Truthful Mechanisms Eliminate Federated Free Riding?
    2024/05/22 by Marco Bornstein, Amrit Singh Bedi, Bornstein, Marco +5 · 1 voice · 1 citation
    Economics, Econometrics and Finance · #Law, Economics, and Judicial Systems #cs.DC #cs.GT #cs.LG #econ.TH
  54. Unsupervised learning of transcriptional regulatory networks via latent tree graphical models
    2016/09/20 by Anthony Gitter, Gitter, Anthony, Furong Huang +7 · 1 citation
    Biochemistry, Genetics and Molecular Biology · #Genomics and Chromatin Dynamics #Bioinformatics and Genomic Networks #Gene expression and cancer classification
  55. AegisLLM: Scaling Agentic Systems for Self-Reflective Defense in LLM Security
    2025/04/29 by Zikui Cai, Shayan Shabihi, Cai, Zikui +13 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Security and Verification in Computing
  56. Spectral Greedy Coresets for Graph Neural Networks
    2024/05/27 by Mucong Ding, Yinhan He, Ding, Mucong +5 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
  57. Decodable and Sample Invariant Continuous Object Encoder
    2023/10/31 by Dehao Yuan, Furong Huang, Yuan, Dehao +5 · 1 citation
    Computer Science · Engineering · #Human Pose and Action Recognition #Advanced Neural Network Applications #3D Shape Modeling and Analysis
  58. On the Role of Feedback in Test-Time Scaling of Agentic AI Workflows
    2025/04/02 by Chakraborty, Souradip, Mohammadreza Pourreza, Pourreza, Mohammadreza +16 · 2 citations
    Decision Sciences · Computer Science · #Scientific Computing and Data Management #Explainable Artificial Intelligence (XAI) #Multi-Agent Systems and Negotiation
  59. LIAR: Leveraging Inference Time Alignment (Best-of-N) to Jailbreak LLMs in Seconds
    2024/12/06 by James Beetham, Beetham, James, Souradip Chakraborty +9 · 1 citation
    Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences
  60. Guaranteed Simultaneous Asymmetric Tensor Decomposition via Orthogonalized Alternating Least Squares
    2018/05/25 by Furong Huang, Jialin Li, Huang, Furong +2 · 1 citation
    Mathematics · Computer Science · Engineering · #Tensor decomposition and applications #Matrix Theory and Algorithms #Advanced Adaptive Filtering Techniques
  61. Insta-RS: Instance-wise Randomized Smoothing for Improved Robustness and Accuracy
    2021/03/07 by Chen Chen, Kezhi Kong, Chen, Chen +9 · 1 citation
    Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG)
  62. PropensityBench: Evaluating Latent Safety Risks in Large Language Models via an Agentic Approach
    2025/11/24 by Udari Madhushani Sehwag, Sehwag, Udari Madhushani, Shayan Shabihi +11 · 1 citation
    Computer Science · Medicine · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence in Healthcare and Education #Ethics and Social Impacts of AI
  63. Compliance2LoRA: On-Demand Safety Alignment on Arbitrary Policy Subsets via Hypernetwork-Generated LoRA Adapters
    2026/07/30 by Pankayaraj Pathmanathan, Furong Huang
    Computer Science · #cs.LG
  64. β-OPSD: Deriving with Policy Optimization, Training with Self-Distillation
    2026/07/30 by Jiawei Xu, Minghui Liu, Juzheng Zhang +2
    Computer Science · #cs.LG
  65. Visual Contrastive Self-Distillation
    2026/07/23 by Yijun Liang, Yunjie Tian, Yijiang Li +4
    #cs.CV #cs.AI
  66. Beyond Episodic Evaluation: Memory Architectural Bottlenecks in Sequential Embodied Question Answering
    2026/07/23 by Zikui Cai, Kaushal Janga, Tan Dat Dao +15
    #cs.RO