Caishuang Huang
8 papers · 2024–2026 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(23)
⚡
Prolific Year · Productive
Venues
Top co-authors
Research topics
Artificial Intelligence
(7)
Core AI
(6)
Machine Learning
(4)
Learning Types · Machine Learning
(4)
Natural Language Processing
(3)
Reinforcement Learning
(2)
Learning Paradigms
(2)
Methods
(2)
Optimization & Theory
(2)
Deep Learning
(1)
Application Areas
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Resources & Methods
(1)
Understanding
(1)
Keywords
large language model
(5)
tool learning
(3)
reinforcement learning
(3)
policy optimization
(1)
transfer learning
(1)
domain adaptation
(1)
curriculum learning
(1)
preference alignment
(1)
code generation
(1)
task-oriented dialogue
(1)
question generation
(1)
language model alignment
(1)
ai safety
(1)
reinforcement learning from human feedback
(1)
preference modeling
(1)
noise robustness
(1)
reward model
(1)
variational information bottleneck
(1)
jailbreak attack
(1)
tool selection
(1)
Papers
VRPO: Rethinking Value Modeling for Robust RL under Noisy Supervision in LLM Post-Training
ACL 2026
Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity Recognition
COLING 2025
ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios
COLING 2025
Improving Discriminative Capability of Reward Models in RLHF Using Contrastive Learning
EMNLP 2024
RoTBench: A Multi-Level Benchmark for Evaluating the Robustness of Large Language Models in Tool Learning
EMNLP 2024
StepCoder: Improving Code Generation with Reinforcement Learning from Compiler Feedback
ACL 2024
ToolSword: Unveiling Safety Issues of Large Language Models in Tool Learning Across Three Stages
ACL 2024
TransferTOD: A Generalizable Chinese Multi-Domain Task-Oriented Dialogue System with Transfer Capabilities
EMNLP 2024