Chang Ma
12 papers · 2013–2026 · 9 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (12) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (9) π Cross-Pollinator (12)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(41)
π
Conference Polyglot
(9)
π
Grand Slam
π
Century Club
(11)
π
Conference Pioneer
ποΈ
Keyword Collector
(64)
Conferences
ACL (4)
AAAI (1)
EMNLP (1)
ICCV (1)
ICLR (1)
ICML (1)
IJCAI (1)
NAACL (1)
NIPS (1)
Top co-authors
Keywords
transfer learning
(2)
large language model
(2)
unsupervised learning
(2)
few-shot learning
(2)
language model
(2)
unsupervised domain adaptation
(1)
attention mechanism
(1)
lottery ticket hypothesis
(1)
object detection
(1)
text classification
(1)
adversarial robustness
(1)
language modeling
(1)
natural language processing
(1)
low-resource learning
(1)
exploration-exploitation tradeoff
(1)
feature representation
(1)
mutual information
(1)
protein structure prediction
(1)
mutual information maximization
(1)
domain adaptation
(1)
Papers
How Can Synthetic Data Improve Multilingual Language Model Pretraining? A Data Quality Perspective
ACL 2026
KS-Lottery: Finding Certified Lottery Tickets for Multilingual Transfer in Large Language Models
NAACL 2025
Non-myopic Generation of Language Models for Reasoning and Planning
ICLR 2025
Genius: A Generalizable and Purely Unsupervised Self-Training Framework For Advanced Reasoning
ACL 2025
π-Decoding: Adaptive Foresight Sampling for Balanced Inference-Time Exploration and Exploitation
ACL 2025
AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents
NIPS 2024
Achilles-Bench: A Challenging Benchmark for Low-Resource Evaluation
ACL 2024
Retrieved Sequence Augmentation for Protein Representation Learning
EMNLP 2024
Certified Robustness Against Natural Language Attacks by Causal Intervention
ICML 2022
Domain Adaptation via Maximizing Surrogate Mutual Information
IJCAI 2022
Switch-GPT: An Effective Method for Constrained Text Generation under Few-Shot Settings (Student Abstract)
AAAI 2022
A Method of Perceptual-Based Shape Decomposition
ICCV 2013