Researcher — paper.dinq.me

2026 顶会论文

作者位次 #7/10ICML 2026Poster· Deep Learning / Large Language Models

Open-World LLM Logical Reasoning

Ye Mo · Chuan Zhou · Fengxiang Cheng · Jialin Yu · Liangming Pan · Fenrong Liu · Sheng Zhou · Haoxuan Li · Zhouchen Lin · Phil Torr

推理OpenReview

作者位次 #3/5ICML 2026Poster· Applications / Computer Vision

Intrinsic Gradient Suppression for Label-Noise Prompt Tuning in Vision–Language Models

Jia-yu Li · Jiaxin Qi · Sheng Zhou · Jianqiang Huang · Xian-Sheng Hua

多模态OpenReview

作者位次 #3/9ICML 2026Poster· Deep Learning / Large Language Models

REAL: Resolving Knowledge Conflicts in Knowledge-Intensive Visual Question Answering via Reasoning-Pivot Alignment

Kai Ye · Xianwei Mao · Sheng Zhou · Zirui Shao · Ye Mo · Liangliang Liu · Haikuan Huang · Bin Li · Jiajun Bu

检索与知识推理对齐与偏好OpenReview

作者位次 #4/10ACL 2026Findings· Findings of ACL

Towards Scalable Lightweight GUI Agents via Multi-role Orchestration

Ziwei Wang · Junjie Zheng · Leyang Yang · Sheng Zhou · Xiaoxuan Tang · Fang Zhouhua · Zhiwei Liu · Dajun Chen · Yong Li · Jiajun Bu

摘要

Autonomous Graphical User Interface (GUI) agents powered by Multimodal Large Language Models (MLLMs) enable digital automation on end-user devices. While scaling both parameters and data has yielded substantial gains, advanced methods still suffer from prohibitive deployment costs on resource-con...

智能体与工具强化学习与后训练多模态OpenReview 项目页

作者位次 #5/9KDD 2026Oral· Knowledge Discovery & Data Mining

GUI-Robust: A Comprehensive Dataset for Testing GUI Agent Robustness in Real-World Anomalies

Jingqi Yang · Zhilong Song · Jiawei Chen · Mingli Song · Sheng Zhou · Linjun Sun · Xiaogang Ouyang · Chun Chen · Can Wang

智能体与工具数据与预训练检索与知识OpenReview

作者位次 #4/9KDD 2026Oral· Knowledge Discovery & Data Mining

Towards Next Graph Token Prediction: Discrete Graph Tokenization for Structural Reasoning in Large Language Models

Zhonghao Wang · Yugang Ji · Zhuonan Zheng · Sheng Zhou · Weigao Wen · Minghao Li · Ming Gu · Zhiyao Zhou · Jiajun Bu

推理数据与预训练检索与知识OpenReview

作者位次 #4/7KDD 2026Oral· Knowledge Discovery & Data Mining

The Pitfall of Scaling Up: Uncovering and Mitigating Popularity Bias Amplification in Scaling Transformer-based Recommenders

Weiqin Yang · Yue Pan · Chongming Gao · Sheng Zhou · Xiang Wang · Can Wang · Jiawei Chen

检索与知识社会与人本OpenReview

作者位次 #5/10KDD 2026Oral· Knowledge Discovery & Data Mining

MOBI: Monolithic Graph-Language Modeling Beyond Modality Interference

Zhiyao Zhou · Yugang Ji · Ziwen Xu · Zhuonan Zheng · Sheng Zhou · Weigao Wen · Jiawei Chen · Ming Gu · Chun Chen · Can Wang

检索与知识OpenReview

作者位次 #4/7AAAI 2026Poster· Artificial Intelligence

ProBench: Benchmarking GUI Agents with Accurate Process Information

Leyang Yang · Ziwei Wang · Xiaoxuan Tang · Sheng Zhou · Dajun Chen · Wei Jiang · Yong Li

智能体与工具可解释性评测与基准OpenReview

作者位次 #4/7AAAI 2026Poster· Artificial Intelligence

History-Aware Reasoning for GUI Agents

Ziwei Wang · Leyang Yang · Xiaoxuan Tang · Sheng Zhou · Dajun Chen · Wei Jiang · Yong Li

智能体与工具推理OpenReview

Sheng Zhou

获取完整研究档案

联系方式