11 citations · 34 across the 18 of their papers we have counts for
5 papers · 1 filter
On a classical zero-sum invariant II: Disproof of a long-standing conjecture
Alfred Geroldinger, Guoqing Wang, Wenkai Yang
For a nontrivial finite abelian group , let be the smallest integer such that every zero-sum free sequence over of length at least has the following…
Certified Multi-Turn Robustness for LLM Safety via Compositional Bounds and Safety Persistence
Yang Liu, Bin Chong, Wenkai Yang +9
Large language models (LLMs) are vulnerable to multi-turn jailbreak attacks that progressively manipulate conversation context. Existing certified robustness methods are limited to…
On a classical zero-sum invariant
Alfred Geroldinger, Wenkai Yang
Let be a nontrivial, finite abelian group. Then is the smallest integer such that every zero-sum free sequence over of length at least has the foll…
DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation
Xin Cheng, Xingkai Yu, Chenze Shao +30
Speculative decoding accelerates Large Language Model (LLM) inference by decoupling draft generation from target verification. While recent parallel drafters efficiently propose lo…
DeepSeek-V4: Towards Highly Efficient Million-Token Context Intelligence
DeepSeek-AI, Anyi Xu, Bangcai Lin +315
We present a preview version of DeepSeek-V4 series, including two strong Mixture-of-Experts (MoE) language models -- DeepSeek-V4-Pro with 1.6T parameters (49B activated) and DeepSe…