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2026 顶会论文

作者位次 #2/2NeurIPS 2026Poster

Ask, Answer, and Detect: Role-Playing LLMs for Personality Detection with Question-Conditioned Mixture-of-Experts

Yifan Lyu · Liang Zhang

效率与系统OpenReview

作者位次 #2/2ACL 2026Findings· Findings of ACL

From Implicit to Explicit: Token-Efficient Logical Supervision for Mathematical Reasoning in LLM s

Shaojie Wang · Liang Zhang

摘要

Recent studies reveal that large language models (LLMs) exhibit limited logical reasoning abilities in mathematical problem-solving, instead often relying on pattern-matching and memorization. We systematically analyze this limitation, focusing on logical relationship understanding, which is a co...

推理多模态强化学习与后训练OpenReview 项目页

作者位次 #14/21VLDB 2026Oral· Data Management (REG)

Reaching the Pinnacle of TPC-DS: Co-design of Architecture, Executor, and Storage in TDSQL

Yiteng Chu · Jie Jiang · Yuxing Chen · Feng Zhang · Yuxin Tang · Anqun Pan · Xin Wu · Xiang Hu · Hailin Lei · Qian Zhang · Ziyan Lin · Xiaoliang Yan · Xiaojian Fan · Liang Zhang · Bin Qu · Wen Zhang · Mengbang Xing · Lixiong Zheng · WEI LU · Yunpeng Chai · Xiaoyong Du

长上下文与架构OpenReview

作者位次 #3/12KDD 2026Oral· Knowledge Discovery & Data Mining

IMPACTNet: Unifying Auto-bidding in End-to-End Merged Auctions

Yuhan Wang · Yuchao Ma · Liang Zhang · Ziyuan Wang · Zhiyuan Su · Qi Qi · Yafei Wang · Xu Li · Yuyao Liu · Pengjie Wang · Yundu Huang (Taobao &amp · Zerui Huang (Taobao &amp

检索与知识OpenReview

作者位次 #2/8KDD 2026Oral· Knowledge Discovery & Data Mining

Observationally Informed Adaptive Causal Experimental Design

Erdun Gao · Liang Zhang · Jake Fawkes · Aoqi Zuo · Wenqin Liu · Haoxuan Li · Mingming Gong · Dino Sejdinovic

检索与知识OpenReview

作者位次 #2/8KDD 2026Oral· Knowledge Discovery & Data Mining

Beyond One-Size-Fits-All: Adaptive Subgraph Denoising for Zero-Shot Graph Learning with Large Language Models

Fengzhi Li · Liang Zhang · Yuan Zuo · Ruiqing Zhao · YanSong Liu · Yunfei Ma · Fanyu Meng · Junlan Feng

检索与知识OpenReview

作者位次 #2/6INFOCOM 2026Oral· Computer Communications & Networking

Multitask Cooperative Genetic Programming for Co-Scheduling Online-Offline Workflows in the Cloud

Zaixing Sun · Liang Zhang · Quan Tang · Jun Jiang · Chonglin Gu · Bin Wang

代码OpenReview

作者位次 #5/6AAAI 2026Poster· Artificial Intelligence

Promptus: Can Prompt Streaming Replace Video Streaming

Jiangkai Wu · Liming Liu · Yunpeng Tan · Junlin Hao · Liang Zhang · Xinggong Zhang

多模态OpenReview

作者位次 #6/9AAAI 2026Poster· Artificial Intelligence

ChartEditor: A Reinforcement Learning Framework for Robust Chart Editing

Liangyu Chen · Yichen Xu · Jianzhe Ma · Yuqi Liu · Donglu Yang · Liang Zhang · Zihao Yue · Wenxuan Wang · Qin Jin

强化学习与后训练OpenReview

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

FDC-Ground: Improving GRPO for GUI Grounding via Exponential Rewards and Fact-Aligned Pruning

Xiangjian Zeng · Wenjing Li · Qingqiang Wu · Liang Zhang

智能体与工具对齐与偏好强化学习与后训练OpenReview

作者位次 #2/5AAAI 2026Poster· Artificial Intelligence

SubGCache: Accelerating Graph-based RAG with Subgraph-level KV Cache

Qiuyu Zhu · Liang Zhang · Qianxiong Xu · Cheng Long · Jie Zhang

效率与系统检索与知识OpenReview

Liang Zhang

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2026 顶会论文

Ask, Answer, and Detect: Role-Playing LLMs for Personality Detection with Question-Conditioned Mixture-of-Experts

From Implicit to Explicit: Token-Efficient Logical Supervision for Mathematical Reasoning in LLM s

Reaching the Pinnacle of TPC-DS: Co-design of Architecture, Executor, and Storage in TDSQL

IMPACTNet: Unifying Auto-bidding in End-to-End Merged Auctions

Observationally Informed Adaptive Causal Experimental Design

Beyond One-Size-Fits-All: Adaptive Subgraph Denoising for Zero-Shot Graph Learning with Large Language Models

Multitask Cooperative Genetic Programming for Co-Scheduling Online-Offline Workflows in the Cloud

Promptus: Can Prompt Streaming Replace Video Streaming

ChartEditor: A Reinforcement Learning Framework for Robust Chart Editing

FDC-Ground: Improving GRPO for GUI Grounding via Exponential Rewards and Fact-Aligned Pruning

SubGCache: Accelerating Graph-based RAG with Subgraph-level KV Cache

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