KD
Kounianhua Du
cs.AIcs.IRcs.CLcs.LGcs.SEcs.CYcs.DBcs.MAcs.RO
On Valency
published · living versionsW_uzyaurf4·v1 · currentpublished
MultiEvoSkill: Structure-Aware Multi-Agent Skill Evolution for Generalizable Skill Artifacts
with Jianxing Liu, Ruoshui Shan, Yucheng Zhang, Ke Li +2
1 version
Preprints & journals
25 papers in the corpus · 2020–2026MCPDisCo: Seesaw-Mitigated Tuning for MCP-Native Agents2610.14956v1 · Kounianhua Du, Jianxing Liu, Shuai Shao et al.2026 · 0 citationsarXiv
FleetPilot: Fine-Grained Steering Empowers Real-World LLM Personalization2610.14970v1 · Kounianhua Du, Jianxing Liu, Kangning Zhang et al.2026 · 0 citationsarXiv
LogitsCoder: Towards Efficient Chain-of-Thought Path Search via Logits Preference Decoding for Code Generation2602.14054v1 · Jizheng Chen, Weiming Zhang, Xinyi Dai et al.2026 · 0 citationsarXiv
LoopTool: Closing the Data-Training Loop for Robust LLM Tool Calls2511.09148v2 · Kangning Zhang, Wenxiang Jiao, Kounianhua Du et al.2025 · 1 citationarXiv
Fints: Efficient Inference-Time Personalization for LLMs with Fine-Grained Instance-Tailored Steering2510.27206v1 · Kounianhua Du, Jianxing Liu, Kangning Zhang et al.2025 · 0 citationsarXiv
Synthesize, Retrieve, and Propagate: A Unified Predictive Modeling Framework for Relational Databases2508.08327v1 · Ning Li, Kounianhua Du, Han Zhang et al.2025 · 0 citationsarXiv
MobileUse: A GUI Agent with Hierarchical Reflection for Autonomous Mobile Operation2507.16853v1 · Ning Li, Xiangmou Qu, Jiamu Zhou et al.2025 · 0 citationsarXiv
NL-Debugging: Exploiting Natural Language as an Intermediate Representation for Code Debugging2505.15356v2 · Weiming Zhang, Qingyao Li, Xinyi Dai et al.2025 · 3 citationsarXiv
LLM4CD: Leveraging Large Language Models for Open-World Knowledge Augmented Cognitive Diagnosis2505.13492v1 · Weiming Zhang, Lingyue Fu, Qingyao Li et al.2025 · 2 citationsarXiv
Retrieval-Augmented Process Reward Model for Generalizable Mathematical Reasoning2502.14361v1 · Jiachen Zhu, Congmin Zheng, Jianghao Lin et al.2025 · 0 citationsarXiv
Boost, Disentangle, and Customize: A Robust System2-to-System1 Pipeline for Code Generation2502.12492v1 · Kounianhua Du, Hanjing Wang, Jianxing Liu et al.2025 · 0 citationsarXiv
Train Once for All: A Transitional Approach for Efficient Aspect Sentiment Triplet Extraction2412.00208v2 · Xinmeng Hou, Lingyue Fu, Chenhao Meng et al.2024 · 0 citationsarXiv
Agentic Information Retrieval2410.09713v4 · Weinan Zhang, Junwei Liao, Ning Li et al.2024 · 2 citationsarXiv
RethinkMCTS: Refining Erroneous Thoughts in Monte Carlo Tree Search for Code Generation2409.09584v2 · Qingyao Li, Wei Xia, Kounianhua Du et al.2024 · 5 citationsarXiv
SINKT: A Structure-Aware Inductive Knowledge Tracing Model with Large Language Model2407.01245v2 · Lingyue Fu, Hao Guan, Kounianhua Du et al.2024 · 35 citationsarXiv
ELCoRec: Enhance Language Understanding with Co-Propagation of Numerical and Categorical Features for Recommendation2406.18825v1 · Jizheng Chen, Kounianhua Du, Jianghao Lin et al.2024 · 2 citationsarXiv
Learning Structure and Knowledge Aware Representation with Large Language Models for Concept Recommendation2405.12442v1 · Qingyao Li, Wei Xia, Kounianhua Du et al.2024 · 0 citationsarXiv
DisCo: Towards Harmonious Disentanglement and Collaboration between Tabular and Semantic Space for Recommendation2406.00011v2 · Kounianhua Du, Jizheng Chen, Jianghao Lin et al.2024 · 2 citationsarXiv
FINED: Feed Instance-Wise Information Need with Essential and Disentangled Parametric Knowledge from the Past2406.00012v2 · Kounianhua Du, Jizheng Chen, Jianghao Lin et al.2024 · 0 citationsarXiv
CodeGRAG: Bridging the Gap between Natural Language and Programming Language via Graphical Retrieval Augmented Generation2405.02355v4 · Kounianhua Du, Jizheng Chen, Renting Rui et al.2024 · 1 citationarXiv
CodeApex: A Bilingual Programming Evaluation Benchmark for Large Language Models2309.01940v4 · Lingyue Fu, Huacan Chai, Shuang Luo et al.2023 · 2 citationsarXiv
ReLLa: Retrieval-enhanced Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation2308.11131v6 · Jianghao Lin, Rong Shan, Chenxu Zhu et al.2023 · 65 citationsarXiv
Learning Enhanced Representations for Tabular Data via Neighborhood Propagation2206.06587v1 · Kounianhua Du, Weinan Zhang, Ruiwen Zhou et al.2022 · 3 citationsarXiv
GraphHINGE: Learning Interaction Models of Structured Neighborhood on Heterogeneous Information Network2011.12683v2 · Jiarui Jin, Kounianhua Du, Weinan Zhang et al.2020 · 8 citationsarXiv
An Efficient Neighborhood-based Interaction Model for Recommendation on Heterogeneous Graph2007.00216v1 · Jiarui Jin, Jiarui Qin, Yuchen Fang et al.2020 · 120 citationsarXiv
Career total: 35 works. 25 are in this corpus.
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