Heng Li

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Code Generation & Program Synthesis (1)Reasoning & Chain-of-Thought (1)Red-Teaming & Adversarial Robustness (1)Computer Vision (1)

Frequent co-authors

Da Song (1)Armstrong Foundjem (1)A. Foundjem (1)Foutse Khomh (1)

Papers (2)

Apr 14, 2026

Tsinghua AIApr 14, 2026·also Poly Montreal

Structural Anchors and Reasoning Fragility:Understanding CoT Robustness in LLM4Code

CoT's code generation prowess isn't a sure thing: its robustness crumbles when input tweaks destabilize key "structural anchors" in the reasoning process.

Da Song, Armstrong Foundjem, A. Foundjem +3

Code Generation & Program Synthesis Reasoning & Chain-of-Thought Red-Teaming & Adversarial Robustness

Mar 4, 2026

Computer Engineering DepartmentMar 4, 2026·also College of Medicine, CRO Centro Riferimento Oncologico IRCCS, DKFZ, Hangzhou Hikvision Digital Technology Co. +8

A multi-center analysis of deep learning methods for video polyp detection and segmentation

Deep learning can spot polyps in colonoscopies better when it watches the video, not just single frames.

Noha Ghatwary, Pedro Chavarias Solano, Mohamed Ramzy Ibrahim +22

Computer Vision Scientific Discovery & Drug Design

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Heng Li

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)