Trung X. Pham

Affiliation:

Papers on Lattice

Total citations

Topics

Publication activitypapers/week, last 8 weeks

Research focus

Eval Frameworks & Benchmarks (1)Reasoning & Chain-of-Thought (1)Recommendation & Information Retrieval (1)Architecture Design (Transformers, SSMs, MoE) (1)

Frequent co-authors

Jisoo Yang (1)Jaeho Han (1)Junyeong Kim (1)Kang Zhang (1)

Papers (2)

Sep 16, 2026

Affiliation:4d ago

The Mirage of Calibrated Confidence: Trajectory-Independence of Verbalized Confidence in Vision-Language Models

Jisoo Yang, Jaeho Han, Trung X. Pham +1

Eval Frameworks & Benchmarks Reasoning & Chain-of-Thought Recommendation & Information Retrieval

Feb 25, 2026

Affiliation:Feb 25, 2026·also Corresponding Author, Northwestern

A Hidden Semantic Bottleneck in Conditional Embeddings of Diffusion Transformers

Diffusion Transformers waste up to 66% of their conditional embedding space without sacrificing generation quality, hinting at opportunities for more efficient conditioning.

Trung X. Pham, Kang Zhang, Ji Woo Hong +1

Architecture Design (Transformers, SSMs, MoE)Interpretability & Mechanistic Interp Multimodal Models

Search

Trung X. Pham

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)