DT
Dacheng Tao
cs.CVcs.LGcs.AIcs.CLstat.MLAlgorithmscs.CRquant-phmath.OCArtificial Intelligence
On Valency
published · living versionsW_s238b7ub·v1 · currentpublished
AdaGround: Token-Normalized Adaptive Zooming with Verifier-in-the-Loop Refinement for GUI Grounding
with Bingchao Wang, Yongcheng Jing, Chengyu Wang, Jun Huang +2
1 version
W_euauuauq·v1published
W_6wgw3hc9·v1published
W_td3fyhyw·v1published
W_2m4cjw2n·v1published
Preprints & journals
1,296 papers in the corpus · 2006–2026Fine-Grained Analysis of Catastrophic Forgetting in Continual Learning via Algorithmic Stability2610.31551v1 · Guodong Zheng, Yan Sun, Peng Wang et al.2026 · 0 citationsarXivon Valency
Generalized CycleGRPO for Fine-Grained Multimodal Understanding and Grounding2610.29552v1 · Xin Zhang, Haochen Wang, Beibei Lin et al.2026 · 0 citationsarXivon Valency
A Sharp Dynamic Haussler Lemma2610.29898v1 · Shihao Shao, Dacheng Tao2026 · 0 citationsarXivon Valency
Disentangled Information Asymmetry in Spatial High-dimensional Data Interpretation.42905594 · He, Xiao, Zhao, Huangxuan, Liao, Minghui et al.2026 · 0 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;PP
Probabilistic Multi-Source Data Selection via Learnable Categorical Priors: Variance Reduction and Guaranteed Derandomization2610.14942v1 · Shizhan Cai, Qixin Zhang, Siyuan Ma et al.2026 · 0 citationsarXiv
Rewiring Semantics, Dynamics, and Control: A Simple yet Effective Action-Centric Tri-Stream Transformer2610.11416v1 · Shuang Luo, Yilun Kong, Yunpeng Qing et al.2026 · 0 citationsarXiv
Causal Improvement Graph for Agentic Harness Optimization2610.05039v1 · Junjie Zhang, Shunyu Liu, Haoyu Wang et al.2026 · 0 citationsarXiv
Benchmarking the Robustness of Autonomous Driving to Environmental Illusions: A Lane Perception Perspective.42398000 · Zhang, Tianyuan, Liu, Xianglong, Liu, Aishan et al.2026 · 1 citationIEEE transactions on pattern analysis and machine intelligence. 2026;48(10):13370-13388
ReMem: Rethinking Perception and Memory in Long-Context Recommendation Agents2609.37311v2 · Haohao Qu, Yongcheng Jing, Chun Hin Chan et al.2026 · 0 citationsarXiv
Q-learning Penalized Transformer for Safe Offline Reinforcement Learning2609.34426v2 · Shengchao Hu, Peng Wang, Jifeng Hu et al.2026 · 0 citationsarXiv
Alignment-Guided Flow Transformer for Efficient Vision-Language-Action Policy Learning2609.34467v2 · Shengchao Hu, Peng Wang, Qiyang Zhou et al.2026 · 0 citationsarXiv
Poisson Exchange Beyond Submodularity: Effective Approximation Algorithms for Offline and Online Subset Selection over Matroids2609.24569v2 · Shi Fu, Youming Qiao, Dacheng Tao et al.2026 · 0 citationsarXiv
World Models for Embodied Intelligence: From Plausible to Controllable to Actionable2609.16697v1 · Nanjie Yao, Hao Wang, Chong Cheng et al.2026 · 0 citationsarXiv
CertDW: Towards Certified Dataset Ownership Verification via Conformal Calibration.42743024 · Qiao, Ting, Li, Yiming, Li, Jianbin et al.2026 · 1 citationIEEE transactions on pattern analysis and machine intelligence. 2026;PP
TeZO: Empowering the Low-Rankness on the Temporal Dimension in the Zeroth-Order Optimization for Fine-Tuning LLMs.42785259 · Sun, Yan, Zhang, Qixin, Ding, Liang et al.2026 · 1 citationIEEE transactions on pattern analysis and machine intelligence. 2026;PP
Sharp Norms from Finite Structure: Graph Matrices and Structured Chaoses2609.14266v1 · Huibo Xu, Shi Fu, Youming Qiao et al.2026 · 0 citationsarXiv
A Sharp Barrier for Consistent Submodular Maximization: Any Improvement over Entails Exponential Queries or Linear Recourse2609.09986v1 · Shi Fu, Qixin Zhang, Dacheng Tao2026 · 0 citationsarXiv
TrojanWorld: Backdooring World-Model Agents via Imagination Steering2609.07051v1 · Wenkai Huang, Siyuan Liang, Gaolei Li et al.2026 · 0 citationsarXiv
Restricted Eigenvalues Beyond Gaussian Width: Threshold Occupancy under Heavy Tails2609.03504v1 · Shi Fu, Huibo Xu, Qixin Zhang et al.2026 · 0 citationsarXiv
Synchronization Strings over the Optimal Alphabet2609.04122v2 · Huibo Xu, Shi Fu, Youming Qiao et al.2026 · 0 citationsarXivon Valency
Efficient Communication With Skill Neurons in Decentralized Multi-Agent Reinforcement Learning.42678856 · Lan, Jiahua, Shen, Li, Liu, Ruijun et al.2026 · 0 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;PP
RegimeFormer: A Large Protein Model of Global Perturbation Regimes2608.26586v1 · Siyuan Ma, Yi Chai, Yi Wu et al.2026 · 0 citationsarXivon Valency
CIVA: Critic-Induced Value-Subspace Attacks on Visual World-Model Agents2608.21114v3 · Jiancheng Wang, Mingli Zhu, Tong Zhang et al.2026 · 0 citationsarXiv
Feature Priming in Online Linear Regression: Sparse-Regret Lower Bounds and Tight Coordinatewise Rates2608.17573v2 · Huibo Xu, Shi Fu, Qixin Zhang et al.2026 · 0 citationsarXiv
Human-Centric Intelligence in the Era of Foundation Models: A Survey2608.18184v1 · Yang Chen, Tianqi Wang, Xiaorui Jiang et al.2026 · 0 citationsarXiv
A cross-modal generative model for incomplete and degraded prostate MRI with multicentre clinical validation2608.16233v1 · Siyuan Ma, Liang He, Mengying Zhu et al.2026 · 0 citationsarXiv
ComBodied Agents: a New Paradigm of Human-Centric Agentic AI2608.10915v2 · Qianggang Ding, Xingyao Wang, Rui Feng et al.2026 · 0 citationsarXiv
SafeCA: Safe Cross-Attention Localization and Regulation for Text-to-Video Jailbreak Defense2608.10933v1 · Siyuan Liang, Yupeng Qiu, Junfeng Fang et al.2026 · 0 citationsarXiv
Persuasive and Compliant Tendencies Predict Group Decision-Making in Humans and Language Models2608.08199v1 · Wenwen He, Wenke Huang, Wei Yang Bryan Lim et al.2026 · 0 citationsarXiv
Beyond Isolation: Unlocking Reinforcement Learning Component Synergy for Sample-Efficient Continuous Control2608.07086v1 · Qi Zhao, Guozheng Ma, Yilun Kong et al.2026 · 0 citationsarXiv
From Economic Agents to Agentic Economies: A Systems Blueprint for Economic World Models2608.06020v1 · Jiale Han, Xiang Li, Jing Qian et al.2026 · 0 citationsarXiv
Learnable yet not simulable: a quantum resource theory of learning models2608.02325v1 · Xinbiao Wang, Yuxuan Du, Dacheng Tao2026 · 0 citationsarXiv
SoK: Intent-Oriented Systematization of Multi-Turn LLM Jailbreaks2608.01117v2 · Siyuan Li, Aodu Wulianghai, Zehao Liu et al.2026 · 0 citationsarXiv
Escaping Confidence Trap: Evolutionary Decoding for Mathematical Reasoning in Diffusion LLMs2608.00605v1 · Zhenhong Sun, Hanqing Zhao, Yatao Bian et al.2026 · 0 citationsarXiv
Stability and Generalization for Distributed SGDA.41875005 · Zhu, Miaoxi, Sun, Yan, Shen, Li et al.2026 · 0 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(8):9197-9209
ACE-Data-0: Human-Centric Ambient Capture as Embodied Data Engine2607.28625v1 · Yukang Cao, Haozhe Xie, Beichen Wen et al.2026 · 0 citationsarXiv
Stochastic Pauli-path simulator for large-scale quantum optimization2607.17804v1 · Kaining Zhang, Xinbiao Wang, Kunsheng Li et al.2026 · 0 citationsarXiv
MobileSAM2: Lightweight Segment Anything for Spatial Intelligence2607.12297v1 · Kai Jiang, Jiaxing Huang, Jingyi Zhang et al.2026 · 0 citationsarXiv
ExToken: Structured Exploration for Efficient Vision-Language-Action Reinforcement Fine-tuning2607.12931v1 · Yilun Kong, Yunpeng Qing, Guozheng Ma et al.2026 · 0 citationsarXiv
Technical Report on the CVPR 2026@AdvML Workshop Challenge2607.11560v1 · Tianyuan Zhang, Zonglei Jing, Jiangfan Liu et al.2026 · 0 citationsarXiv
Cycle-World: Mitigating Error Accumulation in Long-term Video World Models via Reverse-Prediction Cycle Consistency2607.11836v1 · Zihan Su, Teng Hu, Jiangning Zhang et al.2026 · 0 citationsarXiv
Behavioural Signatures of Risk-Sensitive Decision-Making in Large Language Models2607.10251v1 · Xuankun Rong, Wenke Huang, Bo Du et al.2026 · 0 citationsarXiv
Entropy Pacing Policy Optimization for Multi-Task Agentic Reinforcement Learning2607.07178v1 · Zetian Hu, Shunyu Liu, Junjie Zhang et al.2026 · 0 citationsarXiv
ACE-Brain-0.5: A Unified Embodied Foundational Model for Physical Agentic AI2607.04426v1 · ACE-Brain Team: Ziyang Gong, Haoming Gu, Zehang Luo et al.2026 · 0 citationsarXiv
Aligning Few-Step Diffusion Models With Dense Reward Difference Learning.41729671 · Zhang, Ziyi, Shen, Li, Zhang, Sen et al.2026 · 2 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(7):7375-7386
Brightness-Aware Synthetic-to-Real Learning for Nighttime Hazy Image Enhancement.41801787 · Gui, Jie, Cong, Xiaofeng, Zhang, Yu-Xin et al.2026 · 1 citationIEEE transactions on pattern analysis and machine intelligence. 2026;48(7):7640-7655
Beyond One-Size-Fits-All: Diagnosis-Driven Online Reinforcement Learning with Offline Priors2606.25527v1 · Guozheng Ma, Lu Li, Zilin Wang et al.2026 · 0 citationsarXiv
Beyond Scalar Scores: Exploring LLM-based Metrics for Clinical Significance Evaluation in Radiology Reports2606.18797v1 · Qingyu Lu, Ruochen Li, Liang Ding et al.2026 · 0 citationsarXiv
Attribution-Guided and Coverage-Maximized Pruning for Structural MoE Compression2606.18304v1 · Yifu Ding, Jiacheng Wang, Ge Yang et al.2026 · 0 citationsarXiv
Kairos: A Regret-Aware Native World-Action Model Stack for Physical AI2606.16533v3 · Kairos Team: Fei Wang, Shan You, Qiming Zhang et al.2026 · 0 citationsarXiv
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