Heng Dong

Heng Dong has 2 papers in our library, in 2026, most of them on Reasoning, Vision & language; often with Bingbing Xu, Huawei Shen, Tian Xueyun.

2 papers in our library · 2026

The profile is the library's match of the name; two people with one name are not always told apart.

Affiliations

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine.

Of its works in our library, with the number of works on each.

The most cited first (OpenAlex and our library).

Learning from Mistakes: Negative Reasoning Samples Enhance Out-of-Domain Generalization (2026)
SFT on distilled chain-of-thought data usually relies on rejection sampling, which keeps only trajectories whose final answer is correct.
ROMA: Real-time Omni-Multimodal Assistant with Interactive Streaming Understanding (2026)
ROMA tackles streaming audio-video understanding: an assistant must watch and listen to a live stream, answer questions when asked (reactive mode), and speak up unprompted when something relevant happens (proactive mode).

7 co-authors with a page, the most papers together first.

Where their works here were published, the most works first, with the editions of those that have a page.

Updated 2 November 2026