KK
Kun Kuang
cs.LGcs.AIcs.CLcs.CVstat.MLcs.IRstat.MEcs.DCcs.MAcs.SI
On Valency
published · living versionsW_dbaw8ezb·v1 · currentpublished
MDSKILL: Learning to Internalize Skill Memory through Multi-View Distillation for Efficient Dynamic Agent Self-Evolution
with Dian Jin, Jinluan Yang, Kairong Han, Baohong Li +7
1 version
W_kyv9ukd6·v1published
Preprints & journals
146 papers in the corpus · 2017–2026SkillScaffold: Scaffolding Agentic Reinforcement Learning with Policy-Adaptive Skill Credit Assignment and Selective Injection2610.18807v1 · Wenlin Zhong, Hao Wang, Kun Yuan et al.2026 · 0 citationsarXiv
SOAR: Source-Aware Reinforcement Learning with Precise Credit Assignment for Search Agents2610.13157v1 · Shengze Huang, Zihao Tang, Jinluan Yang et al.2026 · 0 citationsarXiv
ITSY: Causal Discovery From Irregular Time-Series Data2609.23516v1 · Wenbo Xu, Yue He, Yunhai Wang et al.2026 · 0 citationsarXiv
Decoupled Causal Discovery2609.23535v1 · Zhengkang Guan, Fei Wu, Kun Kuang2026 · 0 citationsarXiv
SkillTFM: Gated Skill Evolution for Training-Free Adaptation of Tabular Foundation Models2608.06137v1 · Yi He, Zhengkang Guan, Anpeng Wu et al.2026 · 0 citationsarXiv
DAG-FM: A Foundation Model for Causal Discovery under Heterogeneous Causal Mechanisms2607.11510v2 · Yikang Chen, Zhengkang Guan, Haoyuan Qian et al.2026 · 0 citationsarXiv
DCD-PFN: A Decoupling-Aware Foundation Model for Causal Discovery2606.21212v1 · Zhengkang Guan, Yikang Chen, Yi He et al.2026 · 0 citationsarXiv
MetaForge: A Self-Evolving Multimodal Agent that Retrieves, Adapts, and Forges Tools On Demand2606.01801v1 · Shouang Wei, Houcheng Min, Xinpeng Dong et al.2026 · 0 citationsarXiv
Pareto-optimal estimation and policy learning for balancing short-term and long-term outcomes.42208285 · Wang, Yingrong, Wu, Anpeng, Li, Haoxuan et al.2026 · 0 citationsNeural networks : the official journal of the International Neural Network Society. 2026;203:109144
When Tabular Foundation Models Meet Strategic Tabular Data: A Prior Alignment Approach2605.19662v2 · Xinpeng Lv, Yunxin Mao, Renzhe Xu et al.2026 · 0 citationsarXiv
Vision Inference Former: Sustaining Visual Consistency in Multimodal Large Language Models2605.18160v2 · Xinpeng Dong, Min Zhang, Kairong Han et al.2026 · 0 citationsarXiv
PoliLegalLM: A Technical Report on a Large Language Model for Political and Legal Affairs2604.17543v1 · Yuting Huang, Yinghao Hu, Qian Xiao et al.2026 · 0 citationsarXiv
WisdomInterrogatory (LuWen): An Open-Source Legal Large Language Model Technical Report2604.06737v2 · Yiquan Wu, Yuhang Liu, Yifei Liu et al.2026 · 0 citationsarXiv
A Knowledge-Informed Pretrained Model for Causal Discovery2603.20842v1 · Wenbo Xu, Yue He, Yunhai Wang et al.2026 · 0 citationsarXiv
TopoCurate:Modeling Interaction Topology for Tool-Use Agent Training2603.01714v2 · Jinluan Yang, Yuxin Liu, Zhengyu Chen et al.2026 · 0 citationsarXiv
ExpertWeaver: Unlocking the Inherent MoE in Dense LLMs with GLU Activation Patterns2602.15521v1 · Ziyu Zhao, Tong Zhu, Zhi Zhang et al.2026 · 0 citationsarXiv
SIGHT: Reinforcement Learning with Self-Evidence and Information-Gain Diverse Branching for Search Agent2602.11551v1 · Wenlin Zhong, Jinluan Yang, Yiquan Wu et al.2026 · 0 citationsarXiv
TwiFF (Think With Future Frames): A Large-Scale Dataset for Dynamic Visual Reasoning2602.10675v1 · Junhua Liu, Zhangcheng Wang, Zhike Han et al.2026 · 0 citationsarXiv
RankGR: Rank-Enhanced Generative Retrieval with Listwise Direct Preference Optimization in Recommendation2602.08575v1 · Kairui Fu, Changfa Wu, Kun Yuan et al.2026 · 0 citationsarXiv
Reversible Diffusion Decoding for Diffusion Language Models2602.00150v1 · Xinyun Wang, Min Zhang, Sen Cui et al.2026 · 0 citationsarXiv
MALLOC: Benchmarking the Memory-aware Long Sequence Compression for Large Sequential Recommendation2601.20234v2 · Qihang Yu, Kairui Fu, Zhaocheng Du et al.2026 · 0 citationsarXiv
P2S: Probabilistic Process Supervision for General-Domain Reasoning Question Answering2601.20649v1 · Wenlin Zhong, Chengyuan Liu, Yiquan Wu et al.2026 · 0 citationsarXiv
Detecting Unobserved Confounders: A Kernelized Regression Approach2601.00200v1 · Yikai Chen, Yunxin Mao, Chunyuan Zheng et al.2026 · 0 citationsarXiv
CDLM: Causal Concept-Guided Diffusion Large Language Models2511.22146v1 · Kairong Han, Nuanqiao Shan, Ziyu Zhao et al.2025 · 0 citationsarXiv
UCO: A Multi-Turn Interactive Reinforcement Learning Method for Adaptive Teaching with Large Language Models2511.08873v4 · Shouang Wei, Min Zhang, Xin Lin et al.2025 · 0 citationsarXiv
EduAgentQG: Multi-Agent Personalized Mathematics Question Generation with Explicit Diversity and Objective-Aware Evaluation2511.11635v2 · Rui Jia, Min Zhang, Fengrui Liu et al.2025 · 0 citationsarXiv
EduDial: Constructing a Large-scale Multi-turn Teacher-Student Dialogue Corpus2510.12899v3 · Shouang Wei, Min Zhang, Xin Lin et al.2025 · 0 citationsarXiv
Asynchronous Denoising Diffusion Models for Aligning Text-to-Image Generation2510.04504v2 · Zijing Hu, Yunze Tong, Fengda Zhang et al.2025 · 0 citationsarXiv
FORGE: Forming Semantic Identifiers for Generative Retrieval in Industrial Datasets2509.20904v3 · Kairui Fu, Tao Zhang, Shuwen Xiao et al.2025 · 2 citationsarXiv
Efficient Ensemble Conditional Independence Test Framework for Causal Discovery2509.21021v2 · Zhengkang Guan, Kun Kuang2025 · 0 citationsarXiv
Augmenting Limited and Biased RCTs through Pseudo-Sample Matching-Based Observational Data Fusion Method2509.18148v1 · Kairong Han, Weidong Huang, Taiyang Zhou et al.2025 · 0 citationsarXiv
Tackling Device Data Distribution Real-time Shift via Prototype-based Parameter Editing2509.06552v1 · Zheqi Lv, Wenqiao Zhang, Kairui Fu et al.2025 · 0 citationsarXiv
MM-ARC: Multimodal Adaptive Routing of Capital with Robustness-Audited Strategy Pools2509.05080v3 · Yang Chen, Yuchen Cao, Jacky Keung et al.2025 · 0 citationsarXiv
CAT: Causal Attention Tuning For Injecting Fine-grained Causal Knowledge into Large Language Models2509.01535v2 · Kairong Han, Wenshuo Zhao, Ziyu Zhao et al.2025 · 1 citationarXiv
Unifying Adversarial Perturbation for Graph Neural Networks2509.00387v1 · Jinluan Yang, Ruihao Zhang, Zhengyu Chen et al.2025 · 0 citationsarXiv
ClaimGen-CN: A Large-scale Chinese Dataset for Legal Claim Generation2508.17234v2 · Siying Zhou, Yiquan Wu, Hui Chen et al.2025 · 0 citationsarXiv
Tailoring Diagnostic Modeling to Individual Learners: Personalized Distractor Generation via MCTS-Guided Reasoning Reconstruction2508.11184v2 · Tao Wu, Jingyuan Chen, Wang Lin et al.2025 · 0 citationsarXiv
OS Agents: A Survey on MLLM-based Agents for General Computing Devices Use2508.04482v1 · Xueyu Hu, Tao Xiong, Biao Yi et al.2025 · 7 citationsarXiv
Causal Discovery for Irregularly Time Series with Consistency Guarantees2507.03310v2 · Weihong Li, Baohong Li, Anpeng Wu et al.2025 · 0 citationsarXiv
D-Fusion: Direct Preference Optimization for Aligning Diffusion Models with Visually Consistent Samples2505.22002v1 · Zijing Hu, Fengda Zhang, Kun Kuang2025 · 0 citationsarXiv
LeCoDe: A Benchmark Dataset for Interactive Legal Consultation Dialogue Evaluation2505.19667v2 · Weikang Yuan, Kaisong Song, Zhuoren Jiang et al.2025 · 0 citationsarXiv
Embracing Imperfection: Simulating Students with Diverse Cognitive Levels Using LLM-based Agents2505.19997v2 · Tao Wu, Jingyuan Chen, Wang Lin et al.2025 · 5 citationsarXiv
AppealCase: A Dataset and Benchmark for Civil Case Appeal Scenarios2505.16514v2 · Yuting Huang, Meitong Guo, Yiquan Wu et al.2025 · 0 citationsarXiv
Learning double balancing representation for heterogeneous dose-response curve estimation.40414149 · Zhu, Minqin, Wu, Anpeng, Li, Haoxuan et al.2025 · 0 citationsNeural networks : the official journal of the International Neural Network Society. 2025;189:107600
Sequential Treatment Effect Estimation with Unmeasured Confounders2505.09113v1 · Yingrong Wang, Anpeng Wu, Baohong Li et al.2025 · 0 citationsarXiv
Towards Stepwise Domain Knowledge-Driven Reasoning Optimization and Reflection Improvement2504.09058v1 · Chengyuan Liu, Shihang Wang, Lizhi Qing et al.2025 · 0 citationsarXiv
Evaluating Test-Time Scaling LLMs for Legal Reasoning: OpenAI o1, DeepSeek-R1, and Beyond2503.16040v2 · Yinghao Hu, Yaoyao Yu, Leilei Gan et al.2025 · 1 citationarXiv
Towards Better Alignment: Training Diffusion Models with Reinforcement Learning Against Sparse Rewards2503.11240v2 · Zijing Hu, Fengda Zhang, Long Chen et al.2025 · 9 citationsarXiv
Rewrite to Jailbreak: Discover Learnable and Transferable Implicit Harmfulness Instruction2502.11084v2 · Yuting Huang, Chengyuan Liu, Yifeng Feng et al.2025 · 1 citationarXiv
Mix Data or Merge Models? Balancing the Helpfulness, Honesty, and Harmlessness of Large Language Model via Model Merging2502.06876v4 · Jinluan Yang, Dingnan Jin, Anke Tang et al.2025 · 3 citationsarXiv
Career total: 262 works. 146 are in this corpus.Showing the 50 most recent.
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