Yunpu Ma
29 papers · 2018–2026 · 10 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (7) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (9) 🐝 Cross-Pollinator (8)
🌍
Conference Polyglot
(9)
🏃
Academic Marathon
(7)
🌈
Renaissance Researcher
(8)
🤝
Dynamic Duo
(17)
🏆
Keyword Champion
(3)
💎
Century Club
(23)
⚡
Prolific Year
(7)
🗃️
Keyword Collector
(140)
🔥
Unstoppable
(6)
Conferences
EMNLP (10)
AAAI (6)
ACL (5)
NAACL (2)
AISTATS (1)
EACL (1)
ICLR (1)
IJCAI (1)
IJCNLP (1)
NIPS (1)
Top co-authors
Keywords
temporal knowledge graph
(8)
large language model
(7)
link prediction
(5)
multi-agent system
(4)
reinforcement learning
(3)
knowledge graph
(3)
link forecasting
(3)
knowledge graph completion
(3)
visual commonsense
(2)
zero-shot learning
(2)
sequence-to-sequence model
(2)
parameter-efficient tuning
(2)
multimodal learning
(2)
knowledge graph embedding
(2)
chain-of-thought reasoning
(2)
question answering
(2)
graph representation
(2)
video understanding
(2)
parameter-efficient fine-tuning
(2)
knowledge reasoning
(2)
Papers
Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning
ACL 2026
ASCD: Attention-Steerable Contrastive Decoding for Reducing Hallucination in MLLM
AAAI 2026
Parameter-Efficient Routed Fine-Tuning: Mixture-of-Experts Demands Mixture of Adaptation Modules
EACL 2026
Mem2Evolve: Towards Self-Evolving Agents via Co-Evolutionary Capability Expansion and Experience Distillation
ACL 2026
DAWN: Distributed LLM Multi-Agent Workflow Synthesis
AAAI 2026
OpenDriveVLA: Towards End-to-end Autonomous Driving with Large Vision Language Action Model
AAAI 2026
Language Mixing in Reasoning Language Models: Patterns, Impact, and Internal Causes
EMNLP 2025
WebPilot: A Versatile and Autonomous Multi-Agent System for Web Task Execution with Strategic Exploration
AAAI 2025
LLaVA Steering: Visual Instruction Tuning with 500x Fewer Parameters through Modality Linear Representation-Steering
ACL 2025
SwarmAgentic: Towards Fully Automated Agentic System Generation via Swarm Intelligence
EMNLP 2025
METok: Multi-Stage Event-based Token Compression for Efficient Long Video Understanding
EMNLP 2025
ImpliRet: Benchmarking the Implicit Fact Retrieval Challenge
EMNLP 2025
Improving LLM Reasoning through Interpretable Role-Playing Steering
EMNLP 2025
VideoINSTA: Zero-shot Long Video Understanding via Informative Spatial-Temporal Reasoning with LLMs
EMNLP 2024
zrLLM: Zero-Shot Relational Learning on Temporal Knowledge Graphs with Large Language Models
NAACL 2024
GenTKG: Generative Forecasting on Temporal Knowledge Graph with Large Language Models
NAACL 2024
Benchmarking Robustness of Adaptation Methods on Pre-trained Vision-Language Models
NIPS 2023
TLogic: Temporal Logical Rules for Explainable Link Forecasting on Temporal Knowledge Graphs
AAAI 2022
TempCaps: A Capsule Network-based Embedding Model for Temporal Knowledge Graph Completion
ACL 2022
Explainable Subgraph Reasoning for Forecasting on Temporal Knowledge Graphs
ICLR 2021
KM-BART: Knowledge Enhanced Multimodal BART for Visual Commonsense Generation
IJCNLP 2021
Learning Neural Ordinary Equations for Forecasting Future Links on Temporal Knowledge Graphs
EMNLP 2021
KM-BART: Knowledge Enhanced Multimodal BART for Visual Commonsense Generation
ACL 2021
Causal Inference under Networked Interference and Intervention Policy Enhancement
AISTATS 2021
Time-dependent Entity Embedding is not All You Need: A Re-evaluation of Temporal Knowledge Graph Completion Models under a Unified Framework
EMNLP 2021
TimeTraveler: Reinforcement Learning for Temporal Knowledge Graph Forecasting
EMNLP 2021
DyERNIE: Dynamic Evolution of Riemannian Manifold Embeddings for Temporal Knowledge Graph Completion
EMNLP 2020
Reasoning on Knowledge Graphs with Debate Dynamics
AAAI 2020
Improving Information Extraction from Images with Learned Semantic Models
IJCAI 2018