Hao Ma
24 papers · 2016–2025 · 9 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (9) π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Academic Marathon (9)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Academic Marathon
(9)
π€
Dynamic Duo
(13)
π₯
Mega-Team
(21)
π§¬
Topic Evolution
β
The Questioner
π
Trend Setter
β‘
Prolific Year
(6)
ποΈ
Keyword Collector
(108)
π
Century Club
(24)
π₯
Unstoppable
(8)
Conferences
ACL (6)
EMNLP (5)
NAACL (4)
AAAI (2)
NIPS (2)
RSS (2)
CORL (1)
ICML (1)
L4DC (1)
Top co-authors
Keywords
transfer learning
(4)
large language model
(4)
language model
(3)
reinforcement learning
(2)
multimodal learning
(2)
multi-agent reinforcement learning
(2)
neural network
(2)
question answering
(2)
attention mechanism
(2)
text classification
(2)
domain generalization
(1)
policy optimization
(1)
zero-shot learning
(1)
model selection
(1)
few-shot learning
(1)
image classification
(1)
mathematical reasoning
(1)
multi-task learning
(1)
knowledge distillation
(1)
text mining
(1)
Papers
Think Smarter not Harder: Adaptive Reasoning with Inference Aware Optimization
ICML 2025
Step-KTO: Optimizing Mathematical Reasoning through Stepwise Binary Feedback
EMNLP 2025
Constraint-Aware Diffusion Guidance for Robotics: Real-Time Obstacle Avoidance for Autonomous Racing
CORL 2025
Learning Auxiliary Tasks Improves Reference-Free Hallucination Detection in Open-Domain Long-Form Generation
ACL 2025
Vision-Based Generic Potential Function for Policy Alignment in Multi-Agent Reinforcement Learning
AAAI 2025
Effective Long-Context Scaling of Foundation Models
NAACL 2024
Safe & Accurate at Speed with Tendons: A Robot Arm for Exploring Dynamic Motion
RSS 2024
Coevolving with the Other You: Fine-Tuning LLM with Sequential Cooperative Multi-Agent Reinforcement Learning
NIPS 2024
Black-Box vs. Gray-Box: A Case Study on Learning Table Tennis Ball Trajectory Prediction with Spin and Impacts
L4DC 2023
UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning
ACL 2022
RID-Noise: Towards Robust Inverse Design under Noisy Environments
AAAI 2022
IDPG: An Instance-Dependent Prompt Generation Method
NAACL 2022
SMARTAVE: Structured Multimodal Transformer for Product Attribute Value Extraction
EMNLP 2022
Learning to Generate Question by Asking Question: A Primal-Dual Approach with Uncommon Word Generation
EMNLP 2022
A Learning-based Iterative Control Framework for Controlling a Robot Arm with Pneumatic Artificial Muscles
RSS 2022
On the Influence of Masking Policies in Intermediate Pre-training
EMNLP 2021
Luna: Linear Unified Nested Attention
NIPS 2021
On Unifying Misinformation Detection
NAACL 2021
Language Models as Fact Checkers?
ACL 2020
To Pretrain or Not to Pretrain: Examining the Benefits of Pretrainng on Resource Rich Tasks
ACL 2020
Blockwise Self-Attention for Long Document Understanding
EMNLP 2020
Exploring Deep Multimodal Fusion of Text and Photo for Hate Speech Classification
ACL 2019
A Web-scale system for scientific knowledge exploration
ACL 2018
Question Answering with Knowledge Base, Web and Beyond
NAACL 2016