Yunpu Ma - RankMe

133 papers A* 14A 4B 3C 1Misc 3Journal 80Unranked 27

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	ASCD: Attention-Steerable Contrastive Decoding for Reducing Hallucination in MLLM. AAAI Yujun Wang, Aniri, Jinhe Bi, Sören Pirk, Yunpu Ma
2026	A*	`conf`	DAWN: Distributed LLM Multi-Agent Workflow Synthesis. AAAI Guancheng Wan, Mo Zhou, Ziyi Wang, Xiaoran Shang, Eric Hanchen Jiang, Guibin Zhang, Jinhe Bi, Yunpu Ma, Zaixi Zhang, Ke Liang, Wenke Huang
2026	J	`jnl`	Graph is a Substrate Across Data Modalities. CoRR Ziming Li, Xiaoming Wu, Zehong Wang, Jiazheng Li, Yijun Tian, Jinhe Bi, Yunpu Ma, Yanfang Ye, Chuxu Zhang
2026	J	`jnl`	HiDrop: Hierarchical Vision Token Reduction in MLLMs via Late Injection, Concave Pyramid Pruning, and Early Exit. CoRR Hao Wu, Yingqi Fan, Jinyang Dai, Junlong Tong, Yunpu Ma, Xiaoyu Shen
2026	J	`jnl`	On-Policy Supervised Fine-Tuning for Efficient Reasoning. CoRR Anhao Zhao, Ziyang Chen, Junlong Tong, Yingqi Fan, Fanghua Ye, Shuhao Li, Yunpu Ma, Wenjie Li, Xiaoyu Shen
2026	A*	`conf`	OpenDriveVLA: Towards End-to-end Autonomous Driving with Large Vision Language Action Model. AAAI Xingcheng Zhou, Xuyuan Han, Feng Yang, Yunpu Ma, Volker Tresp, Alois Knoll
2026	—	`conf`	Parameter-Efficient Routed Fine-Tuning: Mixture-of-Experts Demands Mixture of Adaptation Modules. EACL (Findings) Yilun Liu, Yunpu Ma, Yuetian Lu, Shuo Chen, Zifeng Ding, Volker Tresp
2026	J	`jnl`	Policy of Thoughts: Scaling LLM Reasoning via Test-time Policy Evolution. CoRR Zhengbo Jiao, Hongyu Xian, Qinglong Wang, Yunpu Ma, Zhebo Wang, Zifan Zhang, Dezhang Kong, Meng Han
2026	J	`jnl`	Quantum Architecture Search with Unsupervised Representation Learning. Quantum Yize Sun, Zixin Wu, Volker Tresp, Yunpu Ma
2026	J	`jnl`	Rethinking the Role of LLMs in Time Series Forecasting. CoRR Xin Qiu, Junlong Tong, Yirong Sun, Yunpu Ma, Wei Zhang, Xiaoyu Shen
2026	J	`jnl`	Think-as-You-See: Streaming Chain-of-Thought Reasoning for Large Vision-Language Models. CoRR Jialiang Zhang, Junlong Tong, Junyan Lin, Hao Wu, Yirong Sun, Yunpu Ma, Xiaoyu Shen
2026	J	`jnl`	UTPTrack: Towards Simple and Unified Token Pruning for Visual Tracking. CoRR Hao Wu, Xudong Wang, Jialiang Zhang, Junlong Tong, Xinghao Chen, Junyan Lin, Yunpu Ma, Xiaoyu Shen
2026	J	`jnl`	ViCA: Efficient Multimodal LLMs with Vision-Only Cross-Attention. CoRR Wenjie Liu, Hao Wu, Xin Qiu, Yingqi Fan, Yihan Zhang, Anhao Zhao, Yunpu Ma, Xiaoyu Shen
2025	J	`jnl`	ASCD: Attention-Steerable Contrastive Decoding for Reducing Hallucination in MLLM. CoRR Yujun Wang, Jinhe Bi, Yunpu Ma, Sören Pirk
2025	J	`jnl`	Agentic Neural Networks: Self-Evolving Multi-Agent Systems via Textual Backpropagation. CoRR Xiaowen Ma, Chenyang Lin, Yao Zhang, Volker Tresp, Yunpu Ma
2025	J	`jnl`	Bayes or Heisenberg: Who(se) Rules? CoRR Volker Tresp, Hang Li, Federico Harjes, Yunpu Ma
2025	J	`jnl`	Beyond Magic Words: Sharpness-Aware Prompt Evolving for Robust Large Language Models with TARE. CoRR Guancheng Wan, Lucheng Fu, Haoxin Liu, Yiqiao Jin, Hui Yi Leong, Eric Hanchen Jiang, Hejia Geng, Jinhe Bi, Yunpu Ma, Xiangru Tang, B. Aditya Prakash, Yizhou Sun, Wei Wang
2025	J	`jnl`	CoT-Kinetics: A Theoretical Modeling Assessing LRM Reasoning Process. CoRR Jinhe Bi, Danqi Yan, Yifan Wang, Wenke Huang, Haokun Chen, Guancheng Wan, Mang Ye, Xun Xiao, Hinrich Schütze, Volker Tresp, Yunpu Ma
2025	J	`jnl`	DyGMamba: Efficiently Modeling Long-Term Temporal Dependency on Continuous-Time Dynamic Graphs with State Space Models. Trans. Mach. Learn. Res. Zifeng Ding, Yifeng Li, Yuan He, Antonio Norelli, Jingcheng Wu, Volker Tresp, Michael M. Bronstein, Yunpu Ma
2025	J	`jnl`	Enhancing LLM Steering through Sparse Autoencoder-Based Vector Refinement. CoRR Anyi Wang, Xuansheng Wu, Dong Shu, Yunpu Ma, Ninghao Liu
2025	J	`jnl`	FedNano: Toward Lightweight Federated Tuning for Pretrained Multimodal Large Language Models. CoRR Yao Zhang, Hewei Gao, Haokun Chen, Weiguo Li, Yunpu Ma, Volker Tresp
2025	A*	`conf`	ImpliRet: Benchmarking the Implicit Fact Retrieval Challenge. EMNLP Zeinab Sadat Taghavi, Ali Modarressi, Yunpu Ma, Hinrich Schütze
2025	J	`jnl`	ImpliRet: Benchmarking the Implicit Fact Retrieval Challenge. CoRR Zeinab Sadat Taghavi, Ali Modarressi, Yunpu Ma, Hinrich Schütze
2025	—	`conf`	Improving LLM Reasoning through Interpretable Role-Playing Steering. EMNLP (Findings) Anyi Wang, Dong Shu, Yifan Wang, Yunpu Ma, Mengnan Du
2025	J	`jnl`	Improving LLM Reasoning through Interpretable Role-Playing Steering. CoRR Anyi Wang, Dong Shu, Yifan Wang, Yunpu Ma, Mengnan Du
2025	—	`conf`	LLaVA Steering: Visual Instruction Tuning with 500x Fewer Parameters through Modality Linear Representation-Steering. ACL (1) Jinhe Bi, Yujun Wang, Haokun Chen, Xun Xiao, Artur Hecker, Volker Tresp, Yunpu Ma
2025	A*	`conf`	Language Mixing in Reasoning Language Models: Patterns, Impact, and Internal Causes. EMNLP Mingyang Wang, Lukas Lange, Heike Adel, Yunpu Ma, Jannik Strötgen, Hinrich Schütze
2025	J	`jnl`	Language Mixing in Reasoning Language Models: Patterns, Impact, and Internal Causes. CoRR Mingyang Wang, Lukas Lange, Heike Adel, Yunpu Ma, Jannik Strötgen, Hinrich Schütze
2025	J	`jnl`	Loong: Synthesize Long Chain-of-Thoughts at Scale through Verifiers. CoRR Xingyue Huang, Rishabh, Gregor Franke, Ziyi Yang, Jiamu Bai, Weijie Bai, Jinhe Bi, Zifeng Ding, Yiqun Duan, Chengyu Fan, Wendong Fan, Xin Gao, Ruohao Guo, Yuan He, Zhuangzhuang He, Xianglong Hu, Neil Johnson, Bowen Li, Fangru Lin, Siyu Lin, Tong Liu, Yunpu Ma, Hao Shen, Hao Sun, Beibei Wang, Fangyijie Wang, Hao Wang, Haoran Wang, Yang Wang, Yifeng Wang, Zhaowei Wang, Ziyang Wang, Yifan Wu, Zikai Xiao, Chengxing Xie, Fan Yang, Junxiao Yang, Qianshuo Ye, Ziyu Ye, Guangtao Zeng, Yuwen Ebony Zhang, Zeyu Zhang, Zihao Zhu, Bernard Ghanem, Philip Torr, Guohao Li
2025	A*	`conf`	METok: Multi-Stage Event-based Token Compression for Efficient Long Video Understanding. EMNLP Mengyue Wang, Shuo Chen, Kristian Kersting, Volker Tresp, Yunpu Ma
2025	J	`jnl`	METok: Multi-Stage Event-based Token Compression for Efficient Long Video Understanding. CoRR Mengyue Wang, Shuo Chen, Kristian Kersting, Volker Tresp, Yunpu Ma
2025	J	`jnl`	MV-Debate: Multi-view Agent Debate with Dynamic Reflection Gating for Multimodal Harmful Content Detection in Social Media. CoRR Rui Lu, Jinhe Bi, Yunpu Ma, Feng Xiao, Yuntao Du, Yijun Tian
2025	J	`jnl`	Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning. CoRR Sikuan Yan, Xiufeng Yang, Zuchao Huang, Ercong Nie, Zifeng Ding, Zonggen Li, Xiaowen Ma, Hinrich Schütze, Volker Tresp, Yunpu Ma
2025	J	`jnl`	OpenDriveVLA: Towards End-to-end Autonomous Driving with Large Vision Language Action Model. CoRR Xingcheng Zhou, Xuyuan Han, Feng Yang, Yunpu Ma, Alois C. Knoll
2025	J	`jnl`	PRISM: Self-Pruning Intrinsic Selection Method for Training-Free Multimodal Data Selection. CoRR Jinhe Bi, Yifan Wang, Danqi Yan, Xun Xiao, Artur Hecker, Volker Tresp, Yunpu Ma
2025	J	`jnl`	Parameter-Efficient Routed Fine-Tuning: Mixture-of-Experts Demands Mixture of Adaptation Modules. CoRR Yilun Liu, Yunpu Ma, Yuetian Lu, Shuo Chen, Zifeng Ding, Volker Tresp
2025	J	`jnl`	RECON: Reasoning with Condensation for Efficient Retrieval-Augmented Generation. CoRR Zhichao Xu, Minheng Wang, Yawei Wang, Wenqian Ye, Yuntao Du, Yunpu Ma, Yijun Tian
2025	J	`jnl`	StreamingThinker: Large Language Models Can Think While Reading. CoRR Junlong Tong, Yingqi Fan, Anhao Zhao, Yunpu Ma, Xiaoyu Shen
2025	J	`jnl`	Supposedly Equivalent Facts That Aren't? Entity Frequency in Pre-training Induces Asymmetry in LLMs. CoRR Yuan He, Bailan He, Zifeng Ding, Alisia Maria Lupidi, Yuqicheng Zhu, Shuo Chen, Caiqi Zhang, Jiaoyan Chen, Yunpu Ma, Volker Tresp, Ian Horrocks
2025	A*	`conf`	SwarmAgentic: Towards Fully Automated Agentic System Generation via Swarm Intelligence. EMNLP Yao Zhang, Chenyang Lin, Shijie Tang, Haokun Chen, Shijie Zhou, Yunpu Ma, Volker Tresp
2025	J	`jnl`	SwarmAgentic: Towards Fully Automated Agentic System Generation via Swarm Intelligence. CoRR Yao Zhang, Chenyang Lin, Shijie Tang, Haokun Chen, Shijie Zhou, Yunpu Ma, Volker Tresp
2025	J	`jnl`	The Few Govern the Many:Unveiling Few-Layer Dominance for Time Series Models. CoRR Xin Qiu, Junlong Tong, Yirong Sun, Yunpu Ma, Xiaoyu Shen
2025	A*	`conf`	WebPilot: A Versatile and Autonomous Multi-Agent System for Web Task Execution with Strategic Exploration. AAAI Yao Zhang, Zijian Ma, Yunpu Ma, Zhen Han, Yu Wu, Volker Tresp
2024	Misc	`conf`	Differentiable Quantum Architecture Search For Job Shop Scheduling Problem. ICASSP Yize Sun, Jiarui Liu, Yunpu Ma, Volker Tresp
2024	J	`jnl`	DyGMamba: Efficiently Modeling Long-Term Temporal Dependency on Continuous-Time Dynamic Graphs with State Space Models. CoRR Zifeng Ding, Yifeng Li, Yuan He, Antonio Norelli, Jingcheng Wu, Volker Tresp, Yunpu Ma, Michael M. Bronstein
2024	—	`conf`	FALCUN: A Simple and Efficient Deep Active Learning Strategy. ECML/PKDD (3) Sandra Gilhuber, Anna Beer, Yunpu Ma, Thomas Seidl
2024	—	`conf`	GenTKG: Generative Forecasting on Temporal Knowledge Graph with Large Language Models. NAACL-HLT (Findings) Ruotong Liao, Xu Jia, Yangzhe Li, Yunpu Ma, Volker Tresp
2024	J	`jnl`	Multimodal Contrastive Transformer for Explainable Recommendation. IEEE Trans. Comput. Soc. Syst. Zhuang Liu, Yunpu Ma, Matthias Schubert, Yuanxin Ouyang, Wenge Rong, Zhang Xiong
2024	J	`jnl`	PERFT: Parameter-Efficient Routed Fine-Tuning for Mixture-of-Expert Model. CoRR Yilun Liu, Yunpu Ma, Shuo Chen, Zifeng Ding, Bailan He, Zhen Han, Volker Tresp
2024	J	`jnl`	Quantum Architecture Search with Unsupervised Representation Learning. CoRR Yize Sun, Zixin Wu, Yunpu Ma, Volker Tresp
2024	—	`conf`	VideoINSTA: Zero-shot Long Video Understanding via Informative Spatial-Temporal Reasoning with LLMs. EMNLP (Findings) Ruotong Liao, Max Erler, Huiyu Wang, Guangyao Zhai, Gengyuan Zhang, Yunpu Ma, Volker Tresp
2024	J	`jnl`	VideoINSTA: Zero-shot Long Video Understanding via Informative Spatial-Temporal Reasoning with LLMs. CoRR Ruotong Liao, Max Erler, Huiyu Wang, Guangyao Zhai, Gengyuan Zhang, Yunpu Ma, Volker Tresp
2024	J	`jnl`	Visual Instruction Tuning with 500x Fewer Parameters through Modality Linear Representation-Steering. CoRR Jinhe Bi, Yujun Wang, Haokun Chen, Xun Xiao, Artur Hecker, Volker Tresp, Yunpu Ma
2024	J	`jnl`	WebPilot: A Versatile and Autonomous Multi-Agent System for Web Task Execution with Strategic Exploration. CoRR Yao Zhang, Zijian Ma, Yunpu Ma, Zhen Han, Yu Wu, Volker Tresp
2024	—	`conf`	zrLLM: Zero-Shot Relational Learning on Temporal Knowledge Graphs with Large Language Models. NAACL-HLT Zifeng Ding, Heling Cai, Jingpei Wu, Yunpu Ma, Ruotong Liao, Bo Xiong, Volker Tresp
2023	—	`conf`	A Simple But Powerful Graph Encoder for Temporal Knowledge Graph Completion. IntelliSys (3) Zifeng Ding, Yunpu Ma, Bailan He, Jingpei Wu, Zhen Han, Volker Tresp
2023	B	`conf`	Adaptive Multi-Resolution Attention with Linear Complexity. IJCNN Yao Zhang, Yunpu Ma, Thomas Seidl, Volker Tresp
2023	A*	`conf`	Benchmarking Robustness of Adaptation Methods on Pre-trained Vision-Language Models. NeurIPS Shuo Chen, Jindong Gu, Zhen Han, Yunpu Ma, Philip H. S. Torr, Volker Tresp
2023	J	`jnl`	Benchmarking Robustness of Adaptation Methods on Pre-trained Vision-Language Models. CoRR Shuo Chen, Jindong Gu, Zhen Han, Yunpu Ma, Philip H. S. Torr, Volker Tresp
2023	—	`conf`	Constrained Portfolio Management Using Action Space Decomposition for Reinforcement Learning. PAKDD (2) David Winkel, Niklas Strauß, Matthias Schubert, Yunpu Ma, Thomas Seidl
2023	—	`conf`	Debiased Contrastive Loss for Collaborative Filtering. KSEM (3) Zhuang Liu, Yunpu Ma, Haoxuan Li, Marcel Hildebrandt, Yuanxin Ouyang, Zhang Xiong
2023	Misc	`conf`	Differentiable Quantum Architecture Search for Quantum Reinforcement Learning. QCE Yize Sun, Yunpu Ma, Volker Tresp
2023	J	`jnl`	Differentiable Quantum Architecture Search for Quantum Reinforcement Learning. CoRR Yize Sun, Yunpu Ma, Volker Tresp
2023	Misc	`conf`	ForecastTKGQuestions: A Benchmark for Temporal Question Answering and Forecasting over Temporal Knowledge Graphs. ISWC Zifeng Ding, Zongyue Li, Ruoxia Qi, Jingpei Wu, Bailan He, Yunpu Ma, Zhao Meng, Shuo Chen, Ruotong Liao, Zhen Han, Volker Tresp
2023	J	`jnl`	GenTKG: Generative Forecasting on Temporal Knowledge Graph. CoRR Ruotong Liao, Xu Jia, Yunpu Ma, Volker Tresp
2023	J	`jnl`	GraphextQA: A Benchmark for Evaluating Graph-Enhanced Large Language Models. CoRR Yuanchun Shen, Ruotong Liao, Zhen Han, Yunpu Ma, Volker Tresp
2023	—	`conf`	Improving Few-Shot Inductive Learning on Temporal Knowledge Graphs Using Confidence-Augmented Reinforcement Learning. ECML/PKDD (3) Zifeng Ding, Jingpei Wu, Zongyue Li, Yunpu Ma, Volker Tresp
2023	J	`jnl`	Improving Few-Shot Inductive Learning on Temporal Knowledge Graphs using Confidence-Augmented Reinforcement Learning. CoRR Zifeng Ding, Jingpei Wu, Zongyue Li, Yunpu Ma, Volker Tresp
2023	B	`conf`	Learning Meta-Representations of One-shot Relations for Temporal Knowledge Graph Link Prediction. IJCNN Zifeng Ding, Bailan He, Jingpei Wu, Yunpu Ma, Zhen Han, Volker Tresp
2023	—	`conf`	QNEAT: Natural Evolution of Variational Quantum Circuit Architecture. GECCO Companion Alessandro Giovagnoli, Volker Tresp, Yunpu Ma, Matthias Schubert
2023	J	`jnl`	The Tensor Brain: A Unified Theory of Perception, Memory, and Semantic Decoding. Neural Comput. Volker Tresp, Sahand Sharifzadeh, Hang Li, Dario Konopatzki, Yunpu Ma
2023	J	`jnl`	Zero-Shot Relational Learning on Temporal Knowledge Graphs with Large Language Models. CoRR Zifeng Ding, Heling Cai, Jingpei Wu, Yunpu Ma, Ruotong Liao, Bo Xiong, Volker Tresp
2022	—	`conf`	Accelerating Diversity Sampling for Deep Active Learning By Low-Dimensional Representations. IAL@PKDD/ECML Sandra Gilhuber, Max Berrendorf, Yunpu Ma, Thomas Seidl
2022	J	`jnl`	CDARL: a contrastive discriminator-augmented reinforcement learning framework for sequential recommendations. Knowl. Inf. Syst. Zhuang Liu, Yunpu Ma, Marcel Hildebrandt, Yuanxin Ouyang, Zhang Xiong
2022	—	`conf`	Few-Shot Inductive Learning on Temporal Knowledge Graphs using Concept-Aware Information. AKBC Zifeng Ding, Jingpei Wu, Bailan He, Yunpu Ma, Zhen Han, Volker Tresp
2022	J	`jnl`	Few-Shot Inductive Learning on Temporal Knowledge Graphs using Concept-Aware Information. CoRR Zifeng Ding, Jingpei Wu, Bailan He, Yunpu Ma, Zhen Han, Volker Tresp
2022	J	`jnl`	Forecasting Question Answering over Temporal Knowledge Graphs. CoRR Zifeng Ding, Ruoxia Qi, Zongyue Li, Bailan He, Jingpei Wu, Yunpu Ma, Zhao Meng, Zhen Han, Volker Tresp
2022	J	`jnl`	Learning Meta Representations of One-shot Relations for Temporal Knowledge Graph Link Prediction. CoRR Zifeng Ding, Bailan He, Yunpu Ma, Zhen Han, Volker Tresp
2022	B	`conf`	Multi-Modal Contrastive Pre-training for Recommendation. ICMR Zhuang Liu, Yunpu Ma, Matthias Schubert, Yuanxin Ouyang, Zhang Xiong
2022	—	`conf`	Open-Domain Dialogue Generation Grounded with Dynamic Multi-form Knowledge Fusion. DASFAA (3) Feifei Xu, Shanlin Zhou, Yunpu Ma, Xinpeng Wang, Wenkai Zhang, Zhisong Li
2022	J	`jnl`	Open-domain Dialogue Generation Grounded with Dynamic Multi-form Knowledge Fusion. CoRR Feifei Xu, Shanlin Zhou, Xinpeng Wang, Yunpu Ma, Wenkai Zhang, Zhisong Li
2022	—	`conf`	SEA: Graph Shell Attention in Graph Neural Networks. ECML/PKDD (2) Christian M. M. Frey, Yunpu Ma, Matthias Schubert
2022	A*	`conf`	TLogic: Temporal Logical Rules for Explainable Link Forecasting on Temporal Knowledge Graphs. AAAI Yushan Liu, Yunpu Ma, Marcel Hildebrandt, Mitchell Joblin, Volker Tresp
2022	—	`conf`	TempCaps: A Capsule Network-based Embedding Model for Temporal Knowledge Graph Completion. SPNLP@ACL Guirong Fu, Zhao Meng, Zhen Han, Zifeng Ding, Yunpu Ma, Matthias Schubert, Volker Tresp, Roger Wattenhofer
2022	A*	`conf`	VERIPS: Verified Pseudo-label Selection for Deep Active Learning. ICDM Sandra Gilhuber, Philipp Jahn, Yunpu Ma, Thomas Seidl
2021	A	`conf`	3D-RETR: End-to-End Single and Multi-View 3D Reconstruction with Transformers. BMVC Zai Shi, Zhao Meng, Yiran Xing, Yunpu Ma, Roger Wattenhofer
2021	J	`jnl`	3D-RETR: End-to-End Single and Multi-View 3D Reconstruction with Transformers. CoRR Zai Shi, Zhao Meng, Yiran Xing, Yunpu Ma, Roger Wattenhofer
2021	J	`jnl`	A Simple But Powerful Graph Encoder for Temporal Knowledge Graph Completion. CoRR Zifeng Ding, Yunpu Ma, Bailan He, Volker Tresp
2021	J	`jnl`	Adaptive Multi-Resolution Attention with Linear Complexity. CoRR Yao Zhang, Yunpu Ma, Thomas Seidl, Volker Tresp
2021	J	`jnl`	Astrologer: Exploiting graph neural Hawkes process for event propagation prediction with spatio-temporal characteristics. Knowl. Based Syst. Haizhou Du, Yan Zhou, Yunpu Ma, Shiwei Wang
2021	A	`conf`	Causal Inference under Networked Interference and Intervention Policy Enhancement. AISTATS Yunpu Ma, Volker Tresp
2021	J	`jnl`	Contrastive Learning for Recommender System. CoRR Zhuang Liu, Yunpu Ma, Yuanxin Ouyang, Zhang Xiong
2021	A*	`conf`	Explainable Subgraph Reasoning for Forecasting on Temporal Knowledge Graphs. ICLR Zhen Han, Peng Chen, Yunpu Ma, Volker Tresp
2021	—	`conf`	KM-BART: Knowledge Enhanced Multimodal BART for Visual Commonsense Generation. ACL/IJCNLP (1) Yiran Xing, Zai Shi, Zhao Meng, Gerhard Lakemeyer, Yunpu Ma, Roger Wattenhofer
2021	J	`jnl`	KM-BART: Knowledge Enhanced Multimodal BART for Visual Commonsense Generation. CoRR Yiran Xing, Zai Shi, Zhao Meng, Yunpu Ma, Roger Wattenhofer
2021	—	`conf`	Learning Neural Ordinary Equations for Forecasting Future Links on Temporal Knowledge Graphs. EMNLP (1) Zhen Han, Zifeng Ding, Yunpu Ma, Yujia Gu, Volker Tresp
2021	J	`jnl`	MIRA: Multihop Relation Prediction in Temporal Knowledge Graphs. CoRR Christian M. M. Frey, Yunpu Ma, Matthias Schubert
2021	J	`jnl`	Quantum Machine Learning Algorithm for Knowledge Graphs. ACM Trans. Quantum Comput. Yunpu Ma, Volker Tresp
2021	J	`jnl`	SEA: Graph Shell Attention in Graph Neural Networks. CoRR Christian M. M. Frey, Yunpu Ma, Matthias Schubert
2021	J	`jnl`	TLogic: Temporal Logical Rules for Explainable Link Forecasting on Temporal Knowledge Graphs. CoRR Yushan Liu, Yunpu Ma, Marcel Hildebrandt, Mitchell Joblin, Volker Tresp
2021	J	`jnl`	Temporal Knowledge Graph Forecasting with Neural ODE. CoRR Zifeng Ding, Zhen Han, Yunpu Ma, Volker Tresp
2021	J	`jnl`	The Tensor Brain: A Unified Theory of Perception, Memory and Semantic Decoding. CoRR Volker Tresp, Sahand Sharifzadeh, Hang Li, Dario Konopatzki, Yunpu Ma
2021	—	`conf`	Time-dependent Entity Embedding is not All You Need: A Re-evaluation of Temporal Knowledge Graph Completion Models under a Unified Framework. EMNLP (1) Zhen Han, Gengyuan Zhang, Yunpu Ma, Volker Tresp
2021	—	`conf`	TimeTraveler: Reinforcement Learning for Temporal Knowledge Graph Forecasting. EMNLP (1) Haohai Sun, Jialun Zhong, Yunpu Ma, Zhen Han, Kun He
2021	J	`jnl`	TimeTraveler: Reinforcement Learning for Temporal Knowledge Graph Forecasting. CoRR Haohai Sun, Jialun Zhong, Yunpu Ma, Zhen Han, Kun He
2020	J	`jnl`	Causal Inference under Networked Interference. CoRR Yunpu Ma, Yuyi Wang, Volker Tresp
2020	A	`conf`	Controllable Multi-Character Psychology-Oriented Story Generation. CIKM Feifei Xu, Xinpeng Wang, Yunpu Ma, Volker Tresp, Yuyi Wang, Shanlin Zhou, Haizhou Du
2020	J	`jnl`	Controllable Multi-Character Psychology-Oriented Story Generation. CoRR Feifei Xu, Xinpeng Wang, Yunpu Ma, Volker Tresp, Yuyi Wang, Shanlin Zhou, Haizhou Du
2020	J	`jnl`	Debate Dynamics for Human-comprehensible Fact-checking on Knowledge Graphs. CoRR Marcel Hildebrandt, Jorge Andres Quintero Serna, Yunpu Ma, Martin Ringsquandl, Mitchell Joblin, Volker Tresp
2020	—	`conf`	DyERNIE: Dynamic Evolution of Riemannian Manifold Embeddings for Temporal Knowledge Graph Completion. EMNLP (1) Zhen Han, Peng Chen, Yunpu Ma, Volker Tresp
2020	J	`jnl`	DyERNIE: Dynamic Evolution of Riemannian Manifold Embeddings for Temporal Knowledge Graph Completion. CoRR Zhen Han, Peng Chen, Yunpu Ma, Volker Tresp
2020	J	`jnl`	Graph Hawkes Network for Reasoning on Temporal Knowledge Graphs. CoRR Zhen Han, Yuyi Wang, Yunpu Ma, Stephan Günnemann, Volker Tresp
2020	—	`conf`	Graph Hawkes Neural Network for Forecasting on Temporal Knowledge Graphs. AKBC Zhen Han, Yunpu Ma, Yuyi Wang, Stephan Günnemann, Volker Tresp
2020	—	`conf`	Learning Individualized Treatment Rules with Estimated Translated Inverse Propensity Score. ICHI Zhiliang Wu, Yinchong Yang, Yunpu Ma, Yushan Liu, Rui Zhao, Michael Moor, Volker Tresp
2020	J	`jnl`	Learning Individualized Treatment Rules with Estimated Translated Inverse Propensity Score. CoRR Zhiliang Wu, Yinchong Yang, Yunpu Ma, Yushan Liu, Rui Zhao, Michael Moor, Volker Tresp
2020	—	`conf`	Learning with Temporal Knowledge Graphs. CIKM (Workshops) Yunpu Ma, Zhen Han, Volker Tresp
2020	—	`—`	Learning with relational knowledge in the context of cognition, quantum computing, and causality. Yunpu Ma
2020	J	`jnl`	Quantum Machine Learning Algorithm for Knowledge Graphs. CoRR Yunpu Ma, Yuyi Wang, Volker Tresp
2020	A*	`conf`	Reasoning on Knowledge Graphs with Debate Dynamics. AAAI Marcel Hildebrandt, Jorge Andres Quintero Serna, Yunpu Ma, Martin Ringsquandl, Mitchell Joblin, Volker Tresp
2020	J	`jnl`	Reasoning on Knowledge Graphs with Debate Dynamics. CoRR Marcel Hildebrandt, Jorge Andres Quintero Serna, Yunpu Ma, Martin Ringsquandl, Mitchell Joblin, Volker Tresp
2020	J	`jnl`	The Tensor Brain: Semantic Decoding for Perception and Memory. CoRR Volker Tresp, Sahand Sharifzadeh, Dario Konopatzki, Yunpu Ma
2020	J	`jnl`	xERTE: Explainable Reasoning on Temporal Knowledge Graphs for Forecasting Future Links. CoRR Zhen Han, Peng Chen, Yunpu Ma, Volker Tresp
2019	J	`jnl`	Embedding models for episodic knowledge graphs. J. Web Semant. Yunpu Ma, Volker Tresp, Erik A. Daxberger
2019	J	`jnl`	Variational Quantum Circuit Model for Knowledge Graphs Embedding. CoRR Yunpu Ma, Volker Tresp, Liming Zhao, Yuyi Wang
2018	J	`jnl`	Embedding Models for Episodic Memory. CoRR Yunpu Ma, Volker Tresp, Erik A. Daxberger
2018	A	`conf`	Holistic Representations for Memorization and Inference. UAI Yunpu Ma, Marcel Hildebrandt, Volker Tresp, Stephan Baier
2018	A*	`conf`	Improving Information Extraction from Images with Learned Semantic Models. IJCAI Stephan Baier, Yunpu Ma, Volker Tresp
2018	J	`jnl`	Improving Information Extraction from Images with Learned Semantic Models. CoRR Stephan Baier, Yunpu Ma, Volker Tresp
2018	J	`jnl`	Improving Visual Relationship Detection using Semantic Modeling of Scene Descriptions. CoRR Stephan Baier, Yunpu Ma, Volker Tresp
2017	—	`conf`	Embedding Learning for Declarative Memories. ESWC (1) Volker Tresp, Yunpu Ma, Stephan Baier, Yinchong Yang
2017	—	`conf`	Improving Visual Relationship Detection Using Semantic Modeling of Scene Descriptions. ISWC (1) Stephan Baier, Yunpu Ma, Volker Tresp
2017	C	`conf`	Learning with Knowledge Graphs. NeSy Volker Tresp, Yunpu Ma, Stephan Baier
2017	J	`jnl`	The Tensor Memory Hypothesis. CoRR Volker Tresp, Yunpu Ma