| May 16, 2025 | Three papers were accepted by ACL 2025!
1 What Happened in LLMs Layers when Trained for Fast vs. Slow Thinking: A Gradient Perspective;
2 Mosaic-IT: Free Compositional Data Augmentation Improves Instruction Tuning;
3 ATLaS: Agent Tuning via Learning Critical Steps. |
| Apr 26, 2025 | I will be attending NAACL2025 in Albuquerque, New Mexico, from Apr 29 to May 3, serving as a Volunteer Coordinator. Welcome to discuss with me! |
| Apr 20, 2025 | I will join Amazon (Palo Alto) for AS Internship this summer~ Happy to connect! |
| Apr 14, 2025 | One paper was put on the arXiv: How Instruction and Reasoning Data shape Post-Training: Data Quality through the Lens of Layer-wise Gradients. Repo: Gradient_Unified. |
| Apr 10, 2025 | One paper was put on the arXiv: ColorBench: Can VLMs See and Understand the Colorful World? A Comprehensive Benchmark for Color Perception, Reasoning, and Robustness. Repo: ColorBench. |
| Apr 09, 2025 | One paper was put on the arXiv: Missing Premise exacerbates Overthinking: Are Reasoning Models losing Critical Thinking Skill?. Repo: MiP-Overthinking. |
| Jan 28, 2025 | I will join Microsoft (MSR) as a Research Internship this spring semester~ |
| Jan 22, 2025 | One paper was accepted by NAACL 2025!
RuleR: Improving LLM Controllability by Rule-based Data Recycling |
| Jan 22, 2025 | One paper was accepted by ICLR 2025!
BenTo: Benchmark Task Reduction with In-Context Transferability |
| May 16, 2024 | Three papers were accepted by ACL 2024!
1 Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning;
2 Selective Reflection-Tuning: Student-Selected Data Recycling for LLM Instruction-Tuning;
3 Can LLMs Speak For Diverse People? Tuning LLMs via Debate to Generate Controllable Controversial Statements (DEBATunE). |
| Mar 13, 2024 | One paper was accepted by NAACL 2024!
From Quantity to Quality: Boosting LLM Performance with Self-Guided Data Selection for Instruction Tuning (Cherry LLM (IFD)) |
| Feb 21, 2024 | I will join Adobe (based in San Jose) as a Research Scientist/Engineer Intern this Summer~ |
| Oct 28, 2023 | One paper was accepted by Instruction Workshop @ NeurIPS 2023!
Reflection-Tuning: Data Recycling Improves LLM Instruction-Tuning. |
| Oct 07, 2023 | One paper was accepted by EMNLP 2023!
PRCA: Fitting Black-Box Large Language Models for Retrieval Question Answering via Pluggable Reward-Driven Contextual Adapter. |
| Sep 01, 2023 | I arrived at the University of Maryland, officially beginning my journey for a Ph.D. ✌️ |
| Jun 01, 2023 | I obtained my Master’s in Computer Science at Texas A&M University. |