conftrace_

Hao Ban

4 papers · 2023–2025 · 4 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

ICCV (1) ICLR (1) ICML (1) NIPS (1)

Top co-authors

Kaiyi Ji (4) Peiyao Xiao (1) Yifan Yang (1) Gokul Ram Subramani (1) Shiqian Ma (1) Minhui Huang (1)

Keywords

multi-task learning (2) gradient descent (2) neural network optimization (1) loss landscape (1) gradient optimization (1) multi-objective optimization (1) task conflict (1) stochastic optimization (1) pareto stationary point (1) sharpness-aware minimization (1)

Papers

SAMO: A Lightweight Sharpness-Aware Approach for Multi-Task Optimization with Joint Global-Local Perturbation ICCV 2025 Tuning-Free Bilevel Optimization: New Algorithms and Convergence Analysis ICLR 2025 Fair Resource Allocation in Multi-Task Learning ICML 2024 Direction-oriented Multi-objective Learning: Simple and Provable Stochastic Algorithms NIPS 2023