Yunpu Ma

19 papers at tracked venues · 9 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

EMNLP ×6 ACL ×5 AAAI ×4 NAACL ×2 EACL ×1 ECML-PKDD ×1

Frequent coauthors

Volker Tresp

×11

Jinhe Bi

×6

Hinrich Schütze

×4

Zifeng Ding

×3

Ruotong Liao

×3

Yujun Wang

×2

Sikuan Yan

×2

Xiaowen Ma

×2

Kristian Kersting

×2

Shuo Chen

×2

Chenyang Lin

×2

Haokun Chen

×2

Papers

ASCD: Attention-Steerable Contrastive Decoding for Reducing Hallucination in MLLM
AAAI 2026 ·
Yujun Wang
,
Aniri
,
Jinhe Bi
,
Sören Pirk
, Yunpu Ma
DAWN: Distributed LLM Multi-Agent Workflow Synthesis
AAAI 2026 ·
Guancheng Wan
,
Mo Zhou
,
Ziyi Wang
,
Xiaoran Shang
,
Eric Hanchen Jiang
,
Guibin Zhang
,
Jinhe Bi
, Yunpu Ma,
Zaixi Zhang
,
Ke Liang
,
Wenke Huang
MINED: Probing and Updating with Multimodal Time-Sensitive Knowledge for Large Multimodal Models
ACL 2026 ·
Kailin Jiang
,
Ning Jiang
,
Yuntao Du
,
Yuchen Ren
,
Yuchen Li
,
Yifan Gao
,
Jinhe Bi
, Yunpu Ma,
Bin Li
,
Lei Liu
,
Qing Li
Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning
ACL 2026 ·
Sikuan Yan
,
Xiufeng Yang
,
Zuchao Huang
,
Ercong Nie
,
Zifeng Ding
,
Zonggen Li
,
Xiaowen Ma
,
Jinhe Bi
,
Kristian Kersting
,
Jeff Z. Pan
,
Hinrich Schütze
,
Volker Tresp
, Yunpu Ma
Mem²Evolve: Towards Self-Evolving Agents via Co-Evolutionary Capability Expansion and Experience Distillation
ACL 2026 ·
Zihao Cheng
,
Zeming Liu
,
Yingyu Shan
,
Xinyi Wang
,
Xiangrong Zhu
, Yunpu Ma,
Hongru Wang
,
Yuhang Guo
,
Wei Lin
,
Yunhong Wang
OpenDriveVLA: Towards End-to-end Autonomous Driving with Large Vision Language Action Model
AAAI 2026 ·
Xingcheng Zhou
,
Xuyuan Han
,
Feng Yang
, Yunpu Ma,
Volker Tresp
,
Alois Knoll
Parameter-Efficient Routed Fine-Tuning: Mixture-of-Experts Demands Mixture of Adaptation Modules
EACL 2026 ·
Yilun Liu
, Yunpu Ma,
Yuetian Lu
,
Shuo Chen
,
Zifeng Ding
,
Volker Tresp
Self-Evolving Multi-Agent Systems via Textual Backpropagation
ACL 2026 ·
Xiaowen Ma
, Yunpu Ma,
Chenyang Lin
,
Sikuan Yan
,
Jinhe Bi
,
Zixuan Cao
,
Yijun Tian
,
Volker Tresp
,
Hinrich Schütze
ImpliRet: Benchmarking the Implicit Fact Retrieval Challenge
EMNLP 2025 ·
Zeinab Sadat Taghavi
,
Ali Modarressi
, Yunpu Ma,
Hinrich Schütze
Improving LLM Reasoning through Interpretable Role-Playing Steering
EMNLP 2025 ·
Anyi Wang
,
Dong Shu
,
Yifan Wang
, Yunpu Ma,
Mengnan Du
LLaVA Steering: Visual Instruction Tuning with 500x Fewer Parameters through Modality Linear Representation-Steering
ACL 2025 ·
Jinhe Bi
,
Yujun Wang
,
Haokun Chen
,
Xun Xiao
,
Artur Hecker
,
Volker Tresp
, Yunpu Ma
Language Mixing in Reasoning Language Models: Patterns, Impact, and Internal Causes
EMNLP 2025 ·
Mingyang Wang
,
Lukas Lange
,
Heike Adel
, Yunpu Ma,
Jannik Strötgen
,
Hinrich Schütze
METok: Multi-Stage Event-based Token Compression for Efficient Long Video Understanding
EMNLP 2025 ·
Mengyue Wang
,
Shuo Chen
,
Kristian Kersting
,
Volker Tresp
, Yunpu Ma
SwarmAgentic: Towards Fully Automated Agentic System Generation via Swarm Intelligence
EMNLP 2025 ·
Yao Zhang
,
Chenyang Lin
,
Shijie Tang
,
Haokun Chen
,
Shijie Zhou
, Yunpu Ma,
Volker Tresp
WebPilot: A Versatile and Autonomous Multi-Agent System for Web Task Execution with Strategic Exploration
AAAI 2025 ·
Yao Zhang
,
Zijian Ma
, Yunpu Ma,
Zhen Han
,
Yu Wu
,
Volker Tresp
FALCUN: A Simple and Efficient Deep Active Learning Strategy
ECML-PKDD 2024 ·
Sandra Gilhuber
,
Anna Beer
, Yunpu Ma,
Thomas Seidl
GenTKG: Generative Forecasting on Temporal Knowledge Graph with Large Language Models
NAACL 2024 ·
Ruotong Liao
,
Xu Jia
,
Yangzhe Li
, Yunpu Ma,
Volker Tresp
VideoINSTA: Zero-shot Long Video Understanding via Informative Spatial-Temporal Reasoning with LLMs
EMNLP 2024 ·
Ruotong Liao
,
Max Erler
,
Huiyu Wang
,
Guangyao Zhai
,
Gengyuan Zhang
, Yunpu Ma,
Volker Tresp
zrLLM: Zero-Shot Relational Learning on Temporal Knowledge Graphs with Large Language Models
NAACL 2024 ·
Zifeng Ding
,
Heling Cai
,
Jingpei Wu
, Yunpu Ma,
Ruotong Liao
,
Bo Xiong
,
Volker Tresp