Good Papers

Showing papers from Shenzhen Loop Area Institute Show all papers

45%Niche pick
?Niche pickVote to see the score
NeurIPS 2026Harbin Institute of TechnologyShenzhen Loop Area InstituteHarbin Institute of Technology, Efficient inference & serving

Adaptive Entropy-Sparing for Efficient Reasoning

Cong Jiang, Xiaofeng Zhang, Tom Ko, Zheng Zhang

Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

– ReadersNo votes yet
0/20 AI panelreviewers recommend it

Readers and the AI panel: vote on this paper to see what they said.

Only vote on papers you've read. Sign in with GitHub to vote.

AI panel: 0 of 20 reviewers recommend it
lenient 0/5
medium 0/10
strict 0/5
83%Must read
?Must readVote to see the score
NeurIPS 2026SUN YAT-SEN UNIVERSITYWechat Search, Tencent Inc.U Michigan - Ann ArborShenzhen Loop Area InstituteTencentRL for LLMs

Stabilizing Policy Optimization via Logits Convexity

Logits convexity explains supervised fine-tuning stability versus RL instability, and the proposed LCO framework improves policy optimization stability and benchmark performance.

Hongzhan Chen, Tao Yang, Yuhua Zhu, Shiping Gao and 2 more

Paris Poster Session 2, Wed, Dec 9, 5:00 PM–7:00 PM, Paris Poster Hall · Published 2026

– ReadersNo votes yet
13/20 AI panelreviewers recommend it

Readers and the AI panel: vote on this paper to see what they said.

Only vote on papers you've read. Sign in with GitHub to vote.

AI panel: 13 of 20 reviewers recommend it
lenient 4/5
medium 9/10
strict 0/5