Ting Hua
14 papers · 2018–2026 · 7 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (7) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (6) π Cross-Pollinator (12)
πΊοΈ
Taxonomy Completionist
(28)
π
Conference Polyglot
(6)
π
Academic Marathon
(7)
π€
Dynamic Duo
(10)
π
Century Club
(12)
π₯
Unstoppable
(5)
Conferences
EMNLP (4)
ICLR (2)
IJCAI (2)
NAACL (2)
NIPS (2)
ACL (1)
CVPR (1)
Top co-authors
Keywords
model compression
(5)
singular value decomposition
(3)
large language model
(3)
zero-shot learning
(2)
drug discovery
(2)
knowledge distillation
(2)
agentic workflow
(2)
low-rank approximation
(2)
matrix decomposition
(2)
neural architecture search
(1)
multi-modal learning
(1)
molecular optimization
(1)
object detection
(1)
natural language understanding
(1)
bayesian inference
(1)
continual learning
(1)
fisher information
(1)
non-convex optimization
(1)
efficient computing
(1)
neural network optimization
(1)
Papers
CrochetBench: Can Vision-Language Models Move from Describing to Doing in Crochet Domain?
ACL 2026
AgentDrug: Utilizing Large Language Models in an Agentic Workflow for Zero-Shot Molecular Optimization
EMNLP 2025
AgentDrug: Utilizing Large Language Models in an Agentic Workflow for Zero-Shot Molecular Editing
EMNLP 2025
Adaptive Rank Selections for Low-Rank Approximation of Language Models
NAACL 2024
DISP-LLM: Dimension-Independent Structural Pruning for Large Language Models
NIPS 2024
TrojLLM: A Black-box Trojan Prompt Attack on Large Language Models
NIPS 2023
Dynamic Low-rank Estimation for Transformer-based Language Models
EMNLP 2023
Language model compression with weighted low-rank factorization
ICLR 2022
Numerical Optimizations for Weighted Low-rank Estimation on Language Models
EMNLP 2022
Lite-MDETR: A Lightweight Multi-Modal Detector
CVPR 2022
DictFormer: Tiny Transformer with Shared Dictionary
ICLR 2022
Hyperparameter-free Continuous Learning for Domain Classification in Natural Language Understanding
NAACL 2021
Automatic Mixed-Precision Quantization Search of BERT
IJCAI 2021
Social Media based Simulation Models for Understanding Disease Dynamics
IJCAI 2018