Author

Jason Cong

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Preprint Jul 2026

SeDeM: Selective Decompression of Hidden-State Memories for Long-Context Question Answering

SeDeM is proposed, a selective decompression framework that decouples compact memory storage from decoder conditioning and reduces online time-to-first-token and improves autoregressive decoding throughput relative to ICAE.

Maryam Haghifam, Jason Cong, Yizhou Sun · 0 citations

Open access Aug 2026

How well do LLMs understand code?

SemBench is introduced, a novel benchmark consisting of 1000 diverse C programs sourced from the CodeParrot GitHub-code dataset, with 15,404 semantic questions spanning six basic but fundamental properties: dead code-statement, data dependency, function reachability, dominator, dead code-loop, and liveness.

Jade Xu, Renliang Sun, Zijian Ding et al. · Communications AI & Computin... · 0 citations